Add passage metadata SFT attributes and usage tasks

README.md

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+---
+license: cc-by-4.0
+tags:
+  - instruction-following
+  - sft
+  - data-mentions
+  - passage-metadata
+task_categories:
+  - text-generation
+configs:
+  - config_name: attributes
+    data_files:
+      - split: train
+        path: attributes_train.jsonl
+      - split: val
+        path: attributes_val.jsonl
+      - split: holdout
+        path: attributes_holdout.jsonl
+  - config_name: usage
+    data_files:
+      - split: train
+        path: usage_train.jsonl
+      - split: val
+        path: usage_val.jsonl
+      - split: holdout
+        path: usage_holdout.jsonl
+---
+
+# Passage metadata SFT
+
+Separate ChatML configs for source attributes and usage metadata. One row per related, high-confidence mention with complete usage fields and data_type. Empty-output passages, not-related/unclear mentions, low-confidence decisions, and incomplete labels are excluded. Splits carry over from `agents_v3_kept`; document boundaries are checked for leakage. This is agent-annotated metadata, not independent human gold.
+
+Each task has 7,303 examples: train 3,908, val 1,795, holdout 1,600.
+
+`manifest.jsonl` records excluded mention occurrences and reasons. `split_stats.json` records source hashes and counts.

manifest.jsonl

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+{"split": "train", "key": "prwp:001052:2:0", "occurrence_id": "90f745baca7bbb2a9113f7f3", "span": "Global Poverty and Inequality Data", "excluded_reason": "classification_not_related"}
+{"split": "train", "key": "prwp:004314:29:0", "occurrence_id": "7dff93399918a49b7d197829", "span": "UN population’s", "excluded_reason": "data_type_missing_or_invalid"}
+{"split": "train", "key": "prwp:004704:36:0", "occurrence_id": "b3e82a23b4cb745cb6ba2d34", "span": "WFP 2005 Vulnerability Analysis", "excluded_reason": "data_type_missing_or_invalid"}
+{"split": "val", "key": "prwp:003603:14:2", "occurrence_id": "1d67c478cdc412ed9d151d30", "span": "data from BOM", "excluded_reason": "data_type_missing_or_invalid"}
+{"split": "val", "key": "prwp:003603:14:2", "occurrence_id": "69fb8eec47873ba6164f72a3", "span": "World Bank (SIMA)", "excluded_reason": "data_type_missing_or_invalid"}
+{"split": "val", "key": "prwp:003651:2:0", "occurrence_id": "f42823c4b2e10da2c74ceb63", "span": "the LSMS data", "excluded_reason": "data_type_missing_or_invalid"}
+{"split": "val", "key": "prwp:004023:10:0", "occurrence_id": "6e3dd21741c7aa394f5810ac", "span": "Bilateral trade data", "excluded_reason": "data_type_missing_or_invalid"}
+{"split": "val", "key": "prwp:004034:32:0", "occurrence_id": "b87f354dada70ea87d7154fa", "span": "FTS", "excluded_reason": "data_type_missing_or_invalid"}
+{"split": "val", "key": "prwp:004034:32:0", "occurrence_id": "14ff4c8b96efa7a498af494c", "span": "Fearon and Laitin, 2003", "excluded_reason": "data_type_missing_or_invalid"}
+{"split": "val", "key": "prwp:004890:2:1", "occurrence_id": "12718b3493b6a32cac1de31c", "span": "RAIS", "excluded_reason": "data_type_missing_or_invalid"}
+{"split": "val", "key": "prwp:004890:2:1", "occurrence_id": "3e42ac86e7e94475d7787b82", "span": "SECEX \n data", "excluded_reason": "data_type_missing_or_invalid"}
+{"split": "val", "key": "prwp:004890:2:1", "occurrence_id": "e713d840883c1d7ea025e36f", "span": "PIA \n data", "excluded_reason": "data_type_missing_or_invalid"}
+{"split": "val", "key": "prwp:006341:29:1", "occurrence_id": "df8a639879217d2c789a5c28", "span": "SPAM2000\ndensity Project", "excluded_reason": "confidence_not_high"}
+{"split": "val", "key": "umar_pads:000611:70:2", "occurrence_id": "08da1a177a1476acbb31b678", "span": "2008 Dominica Country Poverty Assessment", "excluded_reason": "confidence_not_high"}
+{"split": "val", "key": "umar_pads:000611:70:2", "occurrence_id": "ceb345b35bca4c564840848c", "span": "Caribbean COVID-19 Food Security & Livelihoods Impact Survey", "excluded_reason": "confidence_not_high"}
+{"split": "val", "key": "umar_pads:000658:3:0", "occurrence_id": "7e6a37e7a510f4789518abb1", "span": "ECB data warehouse", "excluded_reason": "confidence_not_high"}
+{"split": "val", "key": "umar_pads:000658:3:0", "occurrence_id": "28b99e642b5dfe130790c11f", "span": "data from NBR", "excluded_reason": "confidence_not_high"}
+{"split": "val", "key": "umar_pads:000659:21:0", "occurrence_id": "eda6dbf33ad5d89a863954a9", "span": "World Bank Education Flagship Study", "excluded_reason": "confidence_not_high"}
+{"split": "val", "key": "umar_pads:000659:14:0", "occurrence_id": "404e3160dec747be15d33f52", "span": "STEP survey", "excluded_reason": "confidence_not_high"}
+{"split": "val", "key": "umar_pads:000659:14:0", "occurrence_id": "3c4e1e70f1b4e7dd88eedf91", "span": "Times Higher\nEducation ranking", "excluded_reason": "confidence_not_high"}
+{"split": "val", "key": "umar_pads:000659:14:0", "occurrence_id": "ee71f22b9583f540e69ef3ff", "span": "Academic Ranking of World Universities", "excluded_reason": "confidence_not_high"}
+{"split": "val", "key": "umar_pads:000658:4:1", "occurrence_id": "faf8d7b270ba6a3722057513", "span": "Findex\ndatabase", "excluded_reason": "confidence_not_high"}
+{"split": "val", "key": "umar_pads:000658:4:1", "occurrence_id": "682bc5fc800db872b81a5fff", "span": "OeNB Euro Survey", "excluded_reason": "confidence_not_high"}
+{"split": "val", "key": "umar_pads:000612:4:1", "occurrence_id": "01a17998dcd3efa0395770d4", "span": "IUCN Red List", "excluded_reason": "confidence_not_high"}
+{"split": "val", "key": "umar_pads:000612:4:1", "occurrence_id": "7d1decab9c58569ecac8a46f", "span": "Caribbherp", "excluded_reason": "confidence_not_high"}
+{"split": "val", "key": "umar_pads:000612:2:0", "occurrence_id": "5d4a08b075af8585d4bd897e", "span": "Country Poverty Assessment", "excluded_reason": "confidence_not_high"}
+{"split": "val", "key": "umar_pads:000661:3:0", "occurrence_id": "1f1f50797d52c828bf423e43", "span": "survey of the Razumkov Centre", "excluded_reason": "confidence_not_high"}
+{"split": "val", "key": "umar_pads:000661:3:0", "occurrence_id": "b9ee918f426876109871edb5", "span": "2019 public opinion poll", "excluded_reason": "confidence_not_high"}
+{"split": "val", "key": "umar_pads:000792:29:0", "occurrence_id": "8287ee8e6e999f70b2fdd504", "span": "data from WFS", "excluded_reason": "confidence_not_high"}
+{"split": "val", "key": "umar_pads:003047:10:0", "occurrence_id": "0095a64c3139bb4de58db2a6", "span": "PCN data sheet", "excluded_reason": "classification_not_related"}
+{"split": "holdout", "key": "umar_pads:000356:6:1", "occurrence_id": "0aa8faf614235caed94c7c29", "span": "FbKs", "excluded_reason": "classification_unclear"}
+{"split": "holdout", "key": "umar_pads:000454:5:0", "occurrence_id": "1a89472b0381eefa0a380da7", "span": "LINEQs", "excluded_reason": "confidence_not_high"}
+{"split": "holdout", "key": "umar_pads:002610:4:0", "occurrence_id": "659c9f8ba524da4481a829e8", "span": "first quarter figures", "excluded_reason": "confidence_not_high"}
+{"split": "holdout", "key": "umar_pads:002866:4:1", "occurrence_id": "eec0025036feef11dc6ff69e", "span": "preliminary\ndata", "excluded_reason": "confidence_not_high"}
+{"split": "holdout", "key": "umar_pads:002951:31:2", "occurrence_id": "e7978a98d4902ddba0fb0895", "span": "Estimates from the MOHW, 2021", "excluded_reason": "confidence_not_high"}
+{"split": "holdout", "key": "umar_pads:003063:2:0", "occurrence_id": "111ee577f6cf7cc75b66cff0", "span": "data for 2011/12", "excluded_reason": "confidence_not_high"}
+{"split": "holdout", "key": "umar_pads:003394:4:0", "occurrence_id": "6e2e3ef9a047c968f155acc8", "span": "Data on water quality", "excluded_reason": "confidence_not_high"}
+{"split": "holdout", "key": "umar_pads:003650:5:1", "occurrence_id": "4567157424134f3e7c55c455", "span": "official statistics", "excluded_reason": "confidence_not_high"}
+{"split": "holdout", "key": "umar_pads:003881:5:2", "occurrence_id": "8cd40744b429410d2bbf4b4e", "span": "sample data", "excluded_reason": "confidence_not_high"}
+{"split": "holdout", "key": "umar_pads:004225:6:1", "occurrence_id": "dbece85f13295ec2015c9b8e", "span": "historical data", "excluded_reason": "confidence_not_high"}
+{"split": "holdout", "key": "umar_pads:004411:3:2", "occurrence_id": "a579e06d8837c1ef1165f537", "span": "estimates from World Bank", "excluded_reason": "confidence_not_high"}
+{"split": "holdout", "key": "umar_pads:004855:2:1", "occurrence_id": "c418ed77f4ef83dda7b0e582", "span": "2015 data", "excluded_reason": "confidence_not_high"}
+{"split": "holdout", "key": "umar_pads:005200:10:0", "occurrence_id": "ad499232f762fd9fabb9289f", "span": "data collected in the project preparation phase", "excluded_reason": "confidence_not_high"}
+{"split": "holdout", "key": "umar_pads:005200:10:1", "occurrence_id": "29ccb5a32939675304d01236", "span": "data collected in the project preparation phase", "excluded_reason": "confidence_not_high"}
+{"split": "holdout", "key": "umar_pads:005252:3:0", "occurrence_id": "43763f0d0cf630dc8b43b71d", "span": "PCN data sheet", "excluded_reason": "confidence_not_high"}

split_stats.json

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+{
+  "holdout": {
+    "active_metadata_mentions": 1615,
+    "active_metadata_passages": 1060,
+    "attributes_sft_rows": 1600,
+    "eligible_mentions": 1600,
+    "excluded_mentions": {
+      "classification_unclear": 1,
+      "confidence_not_high": 14
+    },
+    "sidecar_sha256": "ac3dcc43f778c82688ba10635d5995e3aa0f2e82657e9a2a37015095a70fb9f4",
+    "source_positive_passages": 1060,
+    "usage_sft_rows": 1600
+  },
+  "train": {
+    "active_metadata_mentions": 3911,
+    "active_metadata_passages": 2730,
+    "attributes_sft_rows": 3908,
+    "eligible_mentions": 3908,
+    "excluded_mentions": {
+      "classification_not_related": 1,
+      "data_type_missing_or_invalid": 2
+    },
+    "sidecar_sha256": "a1c73f2f530ccfe2a2b9ca395d92d6c550456ecc485cf5bfdfc1aa575a687117",
+    "source_positive_passages": 8629,
+    "usage_sft_rows": 3908
+  },
+  "val": {
+    "active_metadata_mentions": 1822,
+    "active_metadata_passages": 1086,
+    "attributes_sft_rows": 1795,
+    "eligible_mentions": 1795,
+    "excluded_mentions": {
+      "classification_not_related": 1,
+      "confidence_not_high": 17,
+      "data_type_missing_or_invalid": 9
+    },
+    "sidecar_sha256": "eae27c06d1d899388f89131c55a9a23e03096fc4b87a6ff393222f219ffff8fb",
+    "source_positive_passages": 1086,
+    "usage_sft_rows": 1795
+  }
+}