artifacts/annotations-final-pilot.jsonl

{"sample_id": "000fa9a9ece5eae8cf8e209d", "dataset_version": "8142c89de89cb862117d6a814be515b9f00312bb960e33cf7e994a99ed124bd3", "purpose": "training_supervision_only", "request_sha256": "97bc7642e9edf1facfbda7813261e6c7c219f0a3c9ec050bd69a0cb7d991cb3e", "model": "gpt-5.6-terra", "request_id": "chatcmpl-ENQqBys6npuKFG22eSooCGMgBWG84", "usage": {"completion_tokens": 1429, "prompt_tokens": 4675, "total_tokens": 6104, "completion_tokens_details": {"accepted_prediction_tokens": 0, "audio_tokens": 0, "reasoning_tokens": 142, "rejected_prediction_tokens": 0, "text_tokens": null}, "prompt_tokens_details": {"audio_tokens": 0, "cache_write_tokens": 2854, "cached_tokens": 1818, "image_tokens": null, "text_tokens": null}}, "annotation": {"observed_future_phase": 1, "precursor_patterns": [{"provenance": "observed", "statement": "The country-level maize price rose from USD 0.20/kg in December 2021 to USD 0.25/kg in January and USD 0.26/kg in February 2022. The recorded one-month changes were +25.0% in January and +4.0% in February; the three-month change reached +36.8% in February.", "channels": ["wfp_staple_price", "wfp_staple_price_change_1m_pct", "wfp_staple_price_change_3m_pct"], "event_months": ["2021-12", "2022-01", "2022-02"], "source_url": null, "uncertainty": "This is a country-level quoted maize price and may not represent prices, availability, or household purchasing power in SC Chitekwele."}, {"provenance": "observed", "statement": "Country-level conflict-event counts declined from 13 in October 2021 to 3 in January 2022, then increased to 11 in February; the trailing three-month event total was 21 in February, versus 19 in January. Recorded fatalities were 4 in both January and February.", "channels": ["acled_events", "acled_events_sum_3m", "acled_fatalities"], "event_months": ["2021-10", "2022-01", "2022-02"], "source_url": null, "uncertainty": "These are national counts, not evidence that events occurred in, affected access to, or displaced people from the assessed admin2."}, {"provenance": "observed", "statement": "Admin2 HFID-normalized FCS values fluctuated between 0.121 and 0.174 during September 2021-February 2022, ending at 0.163; normalized rCSI values ranged from 0.291 to 0.329 and declined by 0.0367 between January and February.", "channels": ["fcs_rt mean", "fcs_rt mean_change_1m", "rcsi_rt mean", "rcsi_rt mean_change_1m"], "event_months": ["2021-09", "2021-11", "2022-01", "2022-02"], "source_url": null, "uncertainty": "HFID normalization and index direction are undocumented, so these numeric movements cannot be interpreted as changes in food consumption or coping behavior."}, {"provenance": "observed", "statement": "The rolling IPC phase was 1 throughout the input window. Its underlying assessment was June 2021 through October and October 2021 from November through February; the separately supplied latest assessment was phase 1 in February 2022 and was one month old at the March 2022 cutoff.", "channels": ["ipc_last_known_phase", "ipc_assessment_age", "last_available_phase"], "event_months": ["2021-06", "2021-10", "2022-02"], "source_url": null, "uncertainty": "Rolling IPC age refers to the assessment available in each historical month. The February 2022 latest assessment is separately dated and should not be assigned the rolling February age of four months."}], "interaction_hypotheses": [{"provenance": "inference", "statement": "The January-February 2022 national maize-price increase coincided with a February increase in national conflict events, while the latest available February admin2 IPC assessment remained phase 1.", "mechanism": "Higher staple prices could plausibly constrain purchasing power, while conflict could plausibly disrupt livelihoods, mobility, or market access. Together these pressures could increase vulnerability even where the contemporaneous assessment still classified the area as IPC phase 1; this is a plausible compounding mechanism, not a demonstrated causal chain or evidence of local impact.", "channels": ["wfp_staple_price", "wfp_staple_price_change_1m_pct", "acled_events", "acled_events_sum_3m", "last_available_phase"], "event_months": ["2022-01", "2022-02"], "source_url": null, "uncertainty": "Price and conflict data are national, and neither dataset establishes exposure, market disruption, or a food-security effect in SC Chitekwele."}], "rationale": "Observed future IPC phase was 1 in June 2022, with no phase change from the latest supplied February 2022 phase-1 assessment. The clearest measured precursor was a January-February rise in the national maize price, alongside a February rebound in national conflict-event counts. Admin2 FCS and rCSI series showed numeric variation only; because their normalization and severity direction are unknown, they are not interpreted as food-consumption or coping change. The available evidence is consistent with continued minimal acute food insecurity, while indicating price and conflict conditions worth monitoring. Correlation and plausible mechanisms do not establish causation.", "recommended_actions": [{"action": "Maintain routine monitoring of maize prices and local market availability in SC Chitekwele, with contingency planning for targeted market or purchasing-power support if price pressure is confirmed locally.", "urgency": "monitor", "driver_channels": ["wfp_staple_price", "wfp_staple_price_change_1m_pct", "wfp_staple_price_change_3m_pct"], "justification": "National maize prices rose sharply in January and remained higher in February; local verification is needed because national price data do not measure the admin2 market."}, {"action": "Monitor whether the February increase in national conflict events affects local mobility, livelihoods, or market access, and prepare referral/coordination arrangements for any verified displacement or access constraints.", "urgency": "monitor", "driver_channels": ["acled_events", "acled_events_sum_3m", "acled_fatalities"], "justification": "National event counts rose in February, but no local conflict impact is documented; monitoring and contingency coordination are proportionate to the observed phase-1 outcome."}], "uncertainty": "The target confirms phase 1 but does not prove why it remained stable. Conflict, rainfall, and price observations are country-level; port/trade data are entirely missing. The latest IPC assessment is February 2022, leaving a four-month interval before the June target. HFID FCS/rCSI normalization prevents severity interpretation.", "confidence": 0.72}}
{"sample_id": "00147bb957ae7aee24311f68", "dataset_version": "8142c89de89cb862117d6a814be515b9f00312bb960e33cf7e994a99ed124bd3", "purpose": "training_supervision_only", "request_sha256": "b9b4efb1e6f8e4bb3e7466fcaa43e3ef1c34be7d0ee6a8f1fb1f6cc3904d4c6e", "model": "gpt-5.6-terra", "request_id": "chatcmpl-ENQqNSCXm06KOGocHQgNn1JwPmZjm", "usage": {"completion_tokens": 1913, "prompt_tokens": 4727, "total_tokens": 6640, "completion_tokens_details": {"accepted_prediction_tokens": 0, "audio_tokens": 0, "reasoning_tokens": 253, "rejected_prediction_tokens": 0, "text_tokens": null}, "prompt_tokens_details": {"audio_tokens": 0, "cache_write_tokens": 2906, "cached_tokens": 1818, "image_tokens": null, "text_tokens": null}}, "annotation": {"observed_future_phase": 2, "precursor_patterns": [{"provenance": "observed", "statement": "Admin2 IPC phase remained 2 in every rolling as-of month from 2022-01 through 2022-06. The underlying assessment event was 2021-10 for January-February and 2022-02 for March-June; the latest available assessment at the cutoff was phase 2, dated 2022-06 and one month old at cutoff.", "channels": ["ipc_last_known_phase", "ipc_assessment_age", "last_available_phase"], "event_months": ["2021-10", "2022-02", "2022-06"], "source_url": null, "uncertainty": "IPC stamps identify assessment event months and age, not dates of new assessments. The rolling values do not provide a July assessment."}, {"provenance": "observed", "statement": "The admin2 FCS normalized series fell from 0.1291 in 2022-01 to 0.0703 in 2022-06, with negative three-month differences in 2022-04 through 2022-06 (-0.0192, -0.0394, and -0.0481). It increased slightly by 0.0024 in June from May.", "channels": ["fcs_rt mean", "fcs_rt mean_change_1m", "fcs_rt mean_change_3m"], "event_months": ["2022-01", "2022-04", "2022-05", "2022-06"], "source_url": null, "uncertainty": "HFID normalization and direction are undocumented; these are numeric movements only and cannot be interpreted as a change in food consumption."}, {"provenance": "observed", "statement": "The admin2 rCSI normalized series declined from 0.2988 in 2022-02 to 0.1769 in 2022-05, then rose to 0.1955 in 2022-06. Three-month differences were negative in April-June, reaching -0.1219 in May.", "channels": ["rcsi_rt mean", "rcsi_rt mean_change_1m", "rcsi_rt mean_change_3m"], "event_months": ["2022-02", "2022-05", "2022-06"], "source_url": null, "uncertainty": "HFID normalization and direction are undocumented; numeric changes must not be treated as changes in coping behavior."}, {"provenance": "observed", "statement": "Country rainfall decreased from 98.1 mm in 2022-01 to 41.9 mm in 2022-03, then increased to 200.0 mm in 2022-05; June rainfall was missing.", "channels": ["chirps_rainfall"], "event_months": ["2022-01", "2022-03", "2022-05"], "source_url": null, "uncertainty": "Country-level rainfall may not represent conditions in San Antonio Huista, and no seasonal benchmark or crop-impact data are supplied."}, {"provenance": "observed", "statement": "Country cargo imports recovered from 645,098 metric tons in 2022-02 to 1,123,380 metric tons in 2022-06. Imports were 2.7%, 13.9%, and 12.0% above their respective prior-three-month means in April, May, and June.", "channels": ["portwatch_import_cargo", "portwatch_import_cargo_vs_previous_3m_pct"], "event_months": ["2022-02", "2022-04", "2022-05", "2022-06"], "source_url": null, "uncertainty": "Cargo imports are national and not food-specific, so they cannot establish food availability or access in the admin2."}], "interaction_hypotheses": [{"provenance": "inference", "statement": "The May rise in country rainfall to 200.0 mm coincided with a continued phase-2 assessment record and followed numeric declines in the admin2 FCS and rCSI series through May.", "mechanism": "If the rainfall increase occurred in relevant production areas and aligned with the local agricultural calendar, it could plausibly improve water availability or near-term agricultural prospects, potentially helping prevent further food-security deterioration. The supplied data do not demonstrate this pathway, and the index directions are not interpretable as food-consumption or coping changes.", "channels": ["chirps_rainfall", "fcs_rt mean", "rcsi_rt mean", "last_available_phase"], "event_months": ["2022-05", "2022-06"], "source_url": null, "uncertainty": "Rainfall is national, agricultural exposure is unmeasured, and phase 2 alone does not establish that rainfall prevented deterioration."}, {"provenance": "inference", "statement": "National cargo imports were above their prior-three-month means in April-June while the latest June IPC assessment remained phase 2.", "mechanism": "Higher aggregate cargo inflows could plausibly reduce broad transport or supply constraints, which may support market availability; however, cargo is not food-specific and national port activity may not reach or affect San Antonio Huista. This is a plausible contextual mechanism, not evidence of causation.", "channels": ["portwatch_import_cargo", "portwatch_import_cargo_vs_previous_3m_pct", "last_available_phase"], "event_months": ["2022-04", "2022-05", "2022-06"], "source_url": null, "uncertainty": "No local market-price, food-import composition, trader, or household-access data are available."}], "rationale": "Observed food-security assessment evidence shows phase 2 at the June 2022 assessment and again as the supplied October 2022 outcome, indicating no phase change over the horizon. Measured numeric patterns include downward movement in both normalized admin2 series through May (with small June rebounds) and increased national cargo imports relative to prior three-month means in April-June. Because FCS/rCSI normalization direction is unknown, these index movements are not interpreted as food-consumption or coping changes. Rainfall and cargo signals are national contextual measures, not district-level proof of a driver; the cross-domain mechanisms are therefore plausible hypotheses rather than causal findings.", "recommended_actions": [{"action": "Monitor San Antonio Huista household food-security conditions with a refreshed IPC-compatible assessment and locally interpretable food-consumption and coping measures; prioritize resolving the ambiguity of normalized index direction.", "urgency": "monitor", "driver_channels": ["fcs_rt mean", "fcs_rt mean_change_3m", "rcsi_rt mean", "rcsi_rt mean_change_3m", "last_available_phase"], "justification": "The existing phase-2 assessment was one month old at cutoff, while the two normalized admin2 series had notable numeric movement whose welfare meaning cannot be determined from the supplied normalization."}, {"action": "Monitor local rainfall, crop conditions, and water access during the post-May rainfall increase, with contingency planning for targeted agricultural or water-point support if local field evidence identifies production stress.", "urgency": "monitor", "driver_channels": ["chirps_rainfall", "last_available_phase"], "justification": "Rainfall changed sharply over January-May, but national rainfall does not establish local agricultural effects; local validation is needed before operational support is targeted."}, {"action": "Track local staple availability and market access alongside national cargo-import trends, and prepare targeted market-support options only if local supply or access constraints are documented.", "urgency": "monitor", "driver_channels": ["portwatch_import_cargo", "portwatch_import_cargo_vs_previous_3m_pct", "last_available_phase"], "justification": "National cargo imports increased relative to prior-three-month averages, but they are not food-specific or district-level measures, requiring local market verification."}], "uncertainty": "The future phase is supplied ground truth, but causal attribution is limited. IPC observations are periodic assessments; the latest at cutoff is June 2022, not the rolling February assessment. FCS/rCSI series have unknown normalization and direction, staple-price data are entirely absent, and rainfall, conflict, and port data are national rather than admin2 measurements.", "confidence": 0.7}}
{"sample_id": "001f457a9d18ffae84ae0525", "dataset_version": "8142c89de89cb862117d6a814be515b9f00312bb960e33cf7e994a99ed124bd3", "purpose": "training_supervision_only", "request_sha256": "2f93d6a688d2a73cf187a617e7e5d01166bb3eb27b11490cbd49633444f3c086", "model": "gpt-5.6-terra", "request_id": "chatcmpl-ENQqPEuQ0w4WPpuhwj2iRsrjmHeNT", "usage": {"completion_tokens": 1950, "prompt_tokens": 4826, "total_tokens": 6776, "completion_tokens_details": {"accepted_prediction_tokens": 0, "audio_tokens": 0, "reasoning_tokens": 392, "rejected_prediction_tokens": 0, "text_tokens": null}, "prompt_tokens_details": {"audio_tokens": 0, "cache_write_tokens": 3005, "cached_tokens": 1818, "image_tokens": null, "text_tokens": null}}, "annotation": {"observed_future_phase": 2, "precursor_patterns": [{"provenance": "observed", "statement": "The country-level millet price increased from USD 1.385/2.6 kg in January to 1.525 in April (+10.1% over three months), then fell to 1.455 in May and edged up to 1.475 in June.", "channels": ["wfp_staple_price", "wfp_staple_price_change_1m_pct", "wfp_staple_price_change_3m_pct"], "event_months": ["2022-01", "2022-02", "2022-03", "2022-04", "2022-05", "2022-06"], "source_url": null, "uncertainty": "This is a country-level price series and may not represent prices or market access in Okehi."}, {"provenance": "observed", "statement": "Country-level cargo imports were 8.35% below their previous-three-month reference in June; monthly cargo imports declined from 1,690,496 metric tons in May to 1,554,615 in June. These cargo data are not food-specific.", "channels": ["portwatch_import_cargo", "portwatch_import_cargo_vs_previous_3m_pct"], "event_months": ["2022-05", "2022-06"], "source_url": null, "uncertainty": "National cargo volumes do not identify commodity composition, domestic distribution, or district-level availability."}, {"provenance": "observed", "statement": "Country-level conflict events declined overall from 353 in January to 299 in June, with the three-month event sum falling from 1,019 in March to 892 in June; fatalities fluctuated, including 1,571 in March.", "channels": ["acled_events", "acled_events_sum_3m", "acled_fatalities"], "event_months": ["2022-01", "2022-03", "2022-06"], "source_url": null, "uncertainty": "National event and fatality counts may not reflect exposure, displacement, or access conditions in Okehi."}, {"provenance": "observed", "statement": "Admin2 HFID-normalized FCS values fell from 0.271 in January to 0.225 in February, then rose to 0.265 in June. The normalized rCSI value fell from 0.400 in January to 0.282 in March, varied thereafter, and was 0.303 in June.", "channels": ["fcs_rt mean", "fcs_rt mean_change_1m", "fcs_rt mean_change_3m", "rcsi_rt mean", "rcsi_rt mean_change_1m", "rcsi_rt mean_change_3m"], "event_months": ["2022-01", "2022-02", "2022-03", "2022-06"], "source_url": null, "uncertainty": "Normalization method and direction of these HFID indices are unknown; their numeric movements cannot be interpreted as changes in food consumption or coping behavior."}, {"provenance": "observed", "statement": "The rolling IPC record showed phase 1 through June, tied first to an October 2021 assessment and then a February 2022 assessment. Separately, the latest assessment available at the July cutoff was for June 2022 and recorded phase 2; the observed October target remained phase 2 (no phase change).", "channels": ["ipc_last_known_phase", "ipc_assessment_age", "last_available_phase"], "event_months": ["2021-10", "2022-02", "2022-06", "2022-10"], "source_url": null, "uncertainty": "Rolling IPC values are as-of-month records rather than new assessments. The June assessment is the latest assessment event and should not be assigned the rolling June assessment age."}], "interaction_hypotheses": [{"provenance": "inference", "statement": "The January-to-April 10.1% millet-price increase coincided with the later June 2022 IPC phase 2 assessment, while the October outcome remained phase 2.", "mechanism": "Higher staple prices can constrain purchasing power for market-dependent households, plausibly contributing to persistence of Stressed (IPC Phase 2) conditions. The co-occurrence does not establish that prices caused the assessed phase.", "channels": ["wfp_staple_price", "wfp_staple_price_change_3m_pct", "last_available_phase"], "event_months": ["2022-01", "2022-04", "2022-06", "2022-10"], "source_url": null, "uncertainty": "The price series is national, the IPC assessment is admin2, and no household income, expenditure, or market-access data are supplied."}, {"provenance": "inference", "statement": "June cargo imports were 8.35% below the preceding three-month reference while the June assessment recorded IPC phase 2 in Okehi.", "mechanism": "If the national cargo reduction included relevant consumer goods or agricultural inputs, it could plausibly tighten supply chains and compound affordability pressures in an area assessed in Phase 2. Cargo imports are not food-specific, so this is only a conditional hypothesis.", "channels": ["portwatch_import_cargo", "portwatch_import_cargo_vs_previous_3m_pct", "last_available_phase"], "event_months": ["2022-06"], "source_url": null, "uncertainty": "There is no evidence here that the cargo change affected food commodities, reached Okehi, or caused the IPC outcome."}], "rationale": "Observed future food-security status was IPC Phase 2 in October 2022, unchanged from the supplied target baseline. The strongest directly measured precursor was a January-April national millet-price rise, followed by partial reversal in May and a small June increase. June national cargo imports also fell relative to the prior three-month reference, while national conflict-event totals declined overall but fatalities remained variable. Admin2 FCS and rCSI series showed numeric movement only; because their HFID normalization and severity direction are undocumented, they provide no interpretable evidence of food-consumption or coping change. The actual latest assessment event available at cutoff was June 2022, Phase 2, whereas the rolling phase-1 entries reflected older assessments. Price and cargo mechanisms are plausible but unproven, particularly given national-to-district mismatch.", "recommended_actions": [{"action": "Maintain market-price surveillance in Okehi and assess feasibility of targeted staple purchasing support or temporary market-based assistance if local affordability constraints are confirmed.", "urgency": "monitor", "driver_channels": ["wfp_staple_price", "wfp_staple_price_change_3m_pct", "last_available_phase"], "justification": "National millet prices rose materially through April and the latest available June assessment was IPC Phase 2; local price and household purchasing-power validation is needed before targeting support."}, {"action": "Monitor commodity-specific supply chains and local market stocks, with contingency planning for market-support or in-kind delivery options if locally relevant shortages emerge.", "urgency": "monitor", "driver_channels": ["portwatch_import_cargo", "portwatch_import_cargo_vs_previous_3m_pct", "last_available_phase"], "justification": "June national cargo imports were below the previous-three-month reference and Okehi's latest assessment was Phase 2, but cargo composition and district transmission are unknown."}], "uncertainty": "Confidence is limited by national aggregation of price, trade, conflict, and rainfall channels; absence of local market, displacement, livelihood, and household outcome detail; and unknown HFID index normalization. Associations and proposed mechanisms are not causal findings.", "confidence": 0.63}}
{"sample_id": "002484ea2c5aaa22f62d46e8", "dataset_version": "8142c89de89cb862117d6a814be515b9f00312bb960e33cf7e994a99ed124bd3", "purpose": "training_supervision_only", "request_sha256": "4cc4371e2a5fb32ae89386d96652379a3cd024714a12dd6d836972c9828694bf", "model": "gpt-5.6-terra", "request_id": "chatcmpl-ENQqB9JAuS5wumc1xJBqos3yXL9Mb", "usage": {"completion_tokens": 1775, "prompt_tokens": 4695, "total_tokens": 6470, "completion_tokens_details": {"accepted_prediction_tokens": 0, "audio_tokens": 0, "reasoning_tokens": 188, "rejected_prediction_tokens": 0, "text_tokens": null}, "prompt_tokens_details": {"audio_tokens": 0, "cache_write_tokens": 2874, "cached_tokens": 1818, "image_tokens": null, "text_tokens": null}}, "annotation": {"observed_future_phase": 1, "precursor_patterns": [{"provenance": "observed", "statement": "The country-level white-maize price increased from USD 0.395/kg in January to 0.470/kg in April, then remained at USD 0.450-0.460/kg in May-June. The recorded three-month price changes were +19.0% in April, +15.4% in May, and +12.2% in June.", "channels": ["wfp_staple_price", "wfp_staple_price_change_1m_pct", "wfp_staple_price_change_3m_pct"], "event_months": ["2022-01", "2022-04", "2022-05", "2022-06"], "source_url": null, "uncertainty": "This is a country-level monitored maize price and may not represent prices, market access, or purchasing power in Oubritenga."}, {"provenance": "observed", "statement": "Country-level conflict-event counts peaked at 191 in February and then generally declined to 135 in June; the trailing three-month event total fell from 511 in March to 402 in June. Fatalities remained variable, including 439 in May and 363 in June.", "channels": ["acled_events", "acled_events_sum_3m", "acled_fatalities"], "event_months": ["2022-02", "2022-03", "2022-05", "2022-06"], "source_url": null, "uncertainty": "These are national counts, not district-level exposure measures, and event/fatality totals do not establish impacts on local food access."}, {"provenance": "observed", "statement": "Recorded country-level rainfall rose sequentially from 0.36 mm in January to 56.27 mm in May; the June rainfall observation is missing.", "channels": ["chirps_rainfall"], "event_months": ["2022-01", "2022-02", "2022-03", "2022-04", "2022-05"], "source_url": null, "uncertainty": "Monthly national rainfall does not measure Oubritenga crop outcomes, water access, or rainfall anomaly relative to seasonal norms."}, {"provenance": "observed", "statement": "The admin2 HFID-normalized FCS series increased from 0.6265 in May to 0.6627 in June, while the normalized rCSI series increased slightly from 0.1953 to 0.1968. Across January-June, both series fluctuated rather than moving monotonically.", "channels": ["fcs_rt mean", "fcs_rt mean_change_1m", "rcsi_rt mean", "rcsi_rt mean_change_1m"], "event_months": ["2022-01", "2022-05", "2022-06"], "source_url": null, "uncertainty": "Normalization methods and severity direction are unknown; these numeric movements cannot be interpreted as changes in food consumption or coping behavior."}, {"provenance": "observed", "statement": "The rolling last-known IPC phase was 1 through June, based first on an October 2021 assessment and then a February 2022 assessment. Separately, the latest assessment available at the July cutoff was phase 2 with event month June 2022 and age one month at cutoff. The supplied outcome is phase 1 in October 2022, a phase change of -1 from that latest assessment.", "channels": ["ipc_last_known_phase", "ipc_assessment_age", "last_available_phase"], "event_months": ["2021-10", "2022-02", "2022-06", "2022-10"], "source_url": null, "uncertainty": "Rolling IPC values are as-of-month availability records, whereas June 2022 is the actual event month of the latest assessment. The supplied future phase defines the observed food-security change."}], "interaction_hypotheses": [{"provenance": "inference", "statement": "Country maize prices remained 12.2% above their level three months earlier in June while national conflict-event totals over the preceding three months were still 402 events, despite declining from 511 in March.", "mechanism": "Persistently higher staple prices could constrain purchasing power, while continuing conflict could disrupt movement, livelihoods, or market access. Together these pressures could have compounded household food-access risks, though the national signals cannot demonstrate a causal effect in Oubritenga.", "channels": ["wfp_staple_price", "wfp_staple_price_change_3m_pct", "acled_events_sum_3m"], "event_months": ["2022-03", "2022-06"], "source_url": null, "uncertainty": "This is a plausible multi-domain mechanism, not proven causation; price and conflict data are national rather than district-specific."}, {"provenance": "inference", "statement": "Rainfall increased through May while maize prices rose over January-April and remained elevated in May-June before the June 2022 phase-2 assessment; the supplied October outcome was phase 1.", "mechanism": "Seasonal rainfall may support agricultural production or water availability over time, potentially offsetting some food-access pressure associated with elevated staple prices. This is only a possible explanation for the subsequent assessed phase change, not evidence that rainfall caused it.", "channels": ["chirps_rainfall", "wfp_staple_price", "last_available_phase"], "event_months": ["2022-01", "2022-04", "2022-05", "2022-06", "2022-10"], "source_url": null, "uncertainty": "No local production, livelihood, or rainfall-anomaly data are supplied, and the October phase result cannot be attributed to these channels."}], "rationale": "The supplied assessment record shows a latest phase-2 assessment in June 2022 followed by the observed phase-1 outcome in October 2022. Before that outcome, national maize prices had risen materially over three months, conflict-event totals had declined but remained substantial, and rainfall increased through May. The admin2 normalized FCS and rCSI values fluctuated numerically, but their undocumented normalization precludes interpreting their direction as food-consumption or coping change. National market, conflict, and rainfall signals are contextual rather than district measurements and support hypotheses only, not causal conclusions.", "recommended_actions": [{"action": "Maintain monthly Oubritenga market monitoring for white-maize availability and retail prices, with contingency planning for targeted price-sensitive assistance if local prices rise further or market access deteriorates.", "urgency": "monitor", "driver_channels": ["wfp_staple_price", "wfp_staple_price_change_1m_pct", "wfp_staple_price_change_3m_pct"], "justification": "National white-maize prices rose sharply through April and remained above January levels through June; local verification is needed because the observed October phase is 1 and the available price series is national."}, {"action": "Maintain conflict-sensitive food-security surveillance and coordinate referral/access contingency arrangements for communities whose market access or livelihoods are disrupted by insecurity.", "urgency": "monitor", "driver_channels": ["acled_events", "acled_events_sum_3m", "acled_fatalities"], "justification": "National conflict-event totals declined from their March rolling peak but remained 402 events over the three months ending June, with fatalities variable. District-level exposure should be verified before targeting."}], "uncertainty": "Confidence is constrained by national-level price, conflict, and rainfall channels; missing June rainfall; absent port/trade data; and unknown normalization and direction of the FCS/rCSI series. The IPC timeline distinguishes older rolling assessments from the latest June 2022 assessment, and the supplied October phase-1 outcome is treated as ground truth.", "confidence": 0.68}}
{"sample_id": "0029fa7cda0aa0fd84bee13c", "dataset_version": "8142c89de89cb862117d6a814be515b9f00312bb960e33cf7e994a99ed124bd3", "purpose": "training_supervision_only", "request_sha256": "a74a6dda7afe47b1b2e8755e1bad1f156b62cb1bdd3466980cadcf9c6161fba9", "model": "gpt-5.6-terra", "request_id": "chatcmpl-ENQqRzkYjUVdFolrVpykr3EJT85gp", "usage": {"completion_tokens": 1459, "prompt_tokens": 4807, "total_tokens": 6266, "completion_tokens_details": {"accepted_prediction_tokens": 0, "audio_tokens": 0, "reasoning_tokens": 266, "rejected_prediction_tokens": 0, "text_tokens": null}, "prompt_tokens_details": {"audio_tokens": 0, "cache_write_tokens": 2986, "cached_tokens": 1818, "image_tokens": null, "text_tokens": null}}, "annotation": {"observed_future_phase": 3, "precursor_patterns": [{"provenance": "observed", "statement": "Cassava flour price rose from USD 0.35/kg in March to USD 0.50/kg in May, then was USD 0.49/kg in June; the reported three-month change was +40.0% in June.", "channels": ["wfp_staple_price", "wfp_staple_price_change_1m_pct", "wfp_staple_price_change_3m_pct"], "event_months": ["2022-03", "2022-05", "2022-06"], "source_url": null, "uncertainty": "This is a country-level price series for one staple and does not establish prices, availability, or household purchasing power in Beni."}, {"provenance": "observed", "statement": "Country-level ACLED events declined from 561 in January to 393 in March, then increased to 513 in June; the trailing three-month event total rose from 1,287 in May to 1,407 in June. Reported fatalities declined from 814 in May to 682 in June.", "channels": ["acled_events", "acled_events_sum_3m", "acled_fatalities"], "event_months": ["2022-01", "2022-03", "2022-05", "2022-06"], "source_url": null, "uncertainty": "These are national conflict indicators and cannot locate incidents or impacts within Beni."}, {"provenance": "observed", "statement": "The admin2 normalized FCS series increased by 0.0403 in May and 0.0143 in June, while the normalized rCSI series decreased by 0.0460 in May and 0.0116 in June.", "channels": ["fcs_rt mean", "fcs_rt mean_change_1m", "rcsi_rt mean", "rcsi_rt mean_change_1m"], "event_months": ["2022-05", "2022-06"], "source_url": null, "uncertainty": "HFID normalization and index direction are undocumented; these numeric movements cannot be interpreted as changes in food consumption or coping behavior."}, {"provenance": "observed", "statement": "IPC phase was recorded as Phase 3 throughout January-June. The rolling series reflected a February assessment through June, while the latest available assessment at the July cutoff was Phase 3 with event month June and age one month at cutoff.", "channels": ["ipc_last_known_phase", "ipc_assessment_age", "last_available_phase"], "event_months": ["2022-02", "2022-06"], "source_url": null, "uncertainty": "Rolling IPC ages apply to their respective as-of months; the June latest assessment has a separately specified one-month age at the July cutoff."}], "interaction_hypotheses": [{"provenance": "inference", "statement": "The June increase in national conflict events (513; three-month total 1,407) coincided with cassava flour remaining near its May high (USD 0.49/kg in June after USD 0.50/kg in May).", "mechanism": "Plausibly, conflict-related disruption to movement, market access, or livelihoods could compound elevated staple prices and constrain purchasing power, helping sustain acute food-security needs. This is a hypothesis rather than a demonstrated causal chain, particularly because conflict and price data are national while the IPC outcome is for Beni.", "channels": ["acled_events", "acled_events_sum_3m", "wfp_staple_price", "wfp_staple_price_change_3m_pct", "last_available_phase"], "event_months": ["2022-05", "2022-06"], "source_url": null, "uncertainty": "Coincidence across aggregated national series does not prove that conflict caused the price level or the Phase 3 classification in Beni."}], "rationale": "The observed October outcome remained IPC Phase 3, matching the latest June Phase 3 assessment rather than showing a phase change. Measured precursors included an elevated cassava-flour price relative to March and a late increase in national conflict-event counts; the normalized FCS and rCSI series moved numerically in opposite directions in May-June, without interpretable welfare direction. These patterns may be relevant through market-access and purchasing-power channels, but their geographic aggregation and correlation do not establish causation.", "recommended_actions": [{"action": "Prepare market monitoring and targeted purchasing-power support, such as time-bound staple vouchers or cash where market functionality and safety permit, with attention to cassava-flour affordability.", "urgency": "prepare_now", "driver_channels": ["wfp_staple_price", "wfp_staple_price_change_3m_pct"], "justification": "The identified country-level cassava-flour series was USD 0.49/kg in June and 40.0% above its March level on the reported three-month comparison; Phase 3 warrants preparation for response while verifying Beni-specific market conditions."}, {"action": "Prepare conflict-sensitive access and displacement coordination, including contingency planning for safe delivery routes and local market/access checks in Beni.", "urgency": "prepare_now", "driver_channels": ["acled_events", "acled_events_sum_3m", "last_available_phase"], "justification": "National conflict events rose in June after earlier declines, alongside a latest available Phase 3 assessment. National data do not identify Beni impacts, so local validation is necessary before operational prioritization."}], "uncertainty": "The forecast window contains only six months of mixed geographic coverage. Price, trade, rainfall, and conflict indicators are country-level, whereas HFID and IPC signals are admin2-level. June rainfall is missing. The HFID index normalization and severity direction are unknown, and the supplied data support plausible associations rather than causal attribution.", "confidence": 0.68}}
{"sample_id": "0077e979b13f48c0cb8c6c50", "dataset_version": "8142c89de89cb862117d6a814be515b9f00312bb960e33cf7e994a99ed124bd3", "purpose": "training_supervision_only", "request_sha256": "bb9db2be53d185b5f09801e65307c1d5eb6345f6e0970c4995968ae709b5ceda", "model": "gpt-5.6-terra", "request_id": "chatcmpl-ENQqBkdNNC7lncBGAwfOuahlDDUsR", "usage": {"completion_tokens": 1536, "prompt_tokens": 4797, "total_tokens": 6333, "completion_tokens_details": {"accepted_prediction_tokens": 0, "audio_tokens": 0, "reasoning_tokens": 0, "rejected_prediction_tokens": 0, "text_tokens": null}, "prompt_tokens_details": {"audio_tokens": 0, "cache_write_tokens": 4794, "cached_tokens": 0, "image_tokens": null, "text_tokens": null}}, "annotation": {"observed_future_phase": 3, "precursor_patterns": [{"provenance": "observed", "statement": "The latest IPC assessment was Phase 2 in 2020-06; the supplied outcome subsequently records a one-phase increase to Phase 3 in 2020-10.", "channels": ["last_available_phase"], "event_months": ["2020-06", "2020-10"], "source_url": null, "uncertainty": "The Phase 2 assessment is an as-of June assessment and was one month old at the July cutoff; it does not itself measure conditions in October."}, {"provenance": "observed", "statement": "National conflict events rose from 787 in 2020-01 to 962 in 2020-04, while fatalities peaked at 2,115 in 2020-04; the rolling three-month event total was 2,711 in April and 2,732 in May before easing to 2,616 in June.", "channels": ["acled_events", "acled_fatalities", "acled_events_sum_3m"], "event_months": ["2020-01", "2020-04", "2020-05", "2020-06"], "source_url": null, "uncertainty": "These are country-level counts and cannot establish exposure, displacement, market access, or violence impacts in Hajr."}, {"provenance": "observed", "statement": "The national imported-rice price was USD 3.61/kg from 2020-01 through 2020-04, then USD 3.72/kg in 2020-05 and 2020-06, a 3.05% one-month increase in May that persisted in the reported three-month change through June.", "channels": ["wfp_staple_price", "wfp_staple_price_change_1m_pct", "wfp_staple_price_change_3m_pct"], "event_months": ["2020-01", "2020-04", "2020-05", "2020-06"], "source_url": null, "uncertainty": "This is a national price series for imported rice, not a Hajr market price or a complete household food-cost measure."}, {"provenance": "observed", "statement": "National cargo imports declined 6.65% versus the preceding three-month reference in 2020-04 and 12.50% in 2020-05, then increased 27.35% in 2020-06; total cargo imports reached 881,028 metric tons in June. Cargo imports are not food-specific.", "channels": ["portwatch_import_cargo", "portwatch_import_cargo_vs_previous_3m_pct"], "event_months": ["2020-04", "2020-05", "2020-06"], "source_url": null, "uncertainty": "Country-level port throughput does not demonstrate food availability or delivery to Hajr, and the June rebound limits evidence of a sustained import decline."}, {"provenance": "observed", "statement": "The admin2 normalized FCS series fell by 0.0350 from April to May and then rose by 0.0743 from May to June; normalized rCSI declined from 0.4480 in January to 0.3913 in June, with a small +0.0026 change in June. The normalization and severity direction are unknown.", "channels": ["fcs_rt mean", "fcs_rt mean_change_1m", "fcs_rt mean_change_3m", "rcsi_rt mean", "rcsi_rt mean_change_1m", "rcsi_rt mean_change_3m"], "event_months": ["2020-01", "2020-05", "2020-06"], "source_url": null, "uncertainty": "Numeric movements cannot be interpreted as changes in food consumption or coping behavior without documented index construction and direction."}], "interaction_hypotheses": [{"provenance": "inference", "statement": "The May 2020 national imported-rice price increase coincided with elevated national conflict activity (2,732 events over March-May) and followed an April-May decline in cargo-import throughput relative to prior three-month periods.", "mechanism": "If these national pressures reached Hajr, higher staple costs, conflict-related disruption to livelihoods or market access, and constrained trade throughput could jointly reduce household purchasing power and market functioning, plausibly contributing to the later IPC Phase 3 outcome.", "channels": ["wfp_staple_price", "wfp_staple_price_change_1m_pct", "acled_events_sum_3m", "portwatch_import_cargo_vs_previous_3m_pct", "last_available_phase"], "event_months": ["2020-04", "2020-05", "2020-06", "2020-10"], "source_url": null, "uncertainty": "This is a plausible compounding pathway, not a demonstrated causal chain: conflict, price, and port data are national, cargo is not food-specific, and June imports rebounded."}], "rationale": "Observed data show a June 2020 IPC Phase 2 assessment preceding the supplied October 2020 Phase 3 outcome. In the precursor period, national conflict indicators were elevated through May, imported-rice prices rose in May, and cargo-import throughput was below its prior-three-month reference in April-May before rebounding in June. Admin2 normalized FCS/rCSI values fluctuated numerically, but their unknown normalization precludes interpretation as food-consumption or coping change. The combined conflict, price, and trade pattern is therefore a plausible contextual precursor rather than proof of the mechanism behind the later IPC deterioration.", "recommended_actions": [{"action": "Prepare targeted market and household purchasing-power monitoring in Hajr, including local imported-rice price tracking and contingency planning for cash or voucher assistance if local affordability constraints are confirmed.", "urgency": "prepare_now", "driver_channels": ["wfp_staple_price", "wfp_staple_price_change_1m_pct", "last_available_phase"], "justification": "The national imported-rice price increased 3.05% in May and the later observed phase is IPC 3; local verification is needed because the price series is national."}, {"action": "Prepare conflict-sensitive access and displacement coordination, including contingency arrangements for safe delivery routes and rapid needs verification in affected communities.", "urgency": "prepare_now", "driver_channels": ["acled_events", "acled_fatalities", "acled_events_sum_3m", "last_available_phase"], "justification": "National events and fatalities were high through the April-May period, a plausible access and livelihood risk alongside the later Phase 3 outcome; Hajr-specific exposure remains unobserved."}, {"action": "Monitor port-import throughput together with local market availability and trader reports; pre-position or arrange alternative supply options only if local supply disruption is verified.", "urgency": "prepare_now", "driver_channels": ["portwatch_import_cargo", "portwatch_import_cargo_vs_previous_3m_pct", "wfp_staple_price"], "justification": "Cargo-import throughput was below the prior-three-month reference in April-May while rice prices rose, though cargo is not food-specific and imports rebounded in June."}], "uncertainty": "The outcome phase is supplied ground truth, but causal attribution is limited by a short six-month window, missing June rainfall, national rather than Hajr-level conflict/trade/price data, non-food-specific cargo measures, and unknown HFID FCS/rCSI normalization. The latest known IPC assessment is dated 2020-06, not the rolling assessment ages shown for earlier months.", "confidence": 0.67}}