rafmacalaba/pad-pid-geospatial

Geospatial data-use annotations in World Bank PADs and PIDs

Focus-review annotations joined to Project Appraisal Documents (PADs) and Project Information Documents (PIDs) by canonical document id. This export preserves the complete reviewed passage rows and all focus labels—not only spatially linked mentions—alongside document/project metadata and origin fields.

What's included

• 3,804 passage records across 1,591 documents; exact metadata types are PAD/PID.
• 6,503 focus annotations: 2,384 spatially linked (related=yes), 2,343 non-spatial (related=no), and 1,776 unclear.
• Spatially linked class counts: point-geocoded 496; admin-linked 1,835; national spatial-derived 53.
• Original source splits: train 3,482; val 156; holdout 166. HF exposes these as train/validation/test; each row retains its original split value.
• 1,243 distinct non-empty project identifiers.

The related_mentions config contains 2,384 positive spatial-linkage mentions used by the PAD/PID analysis page. Its nested annotation retains original confidence, evidence, reason, source kinds, pipeline labels/rules, and prior data-use rulings. passages config retains all annotations—including non_spatial and unclear—and complete passage text.

Schema and provenance

• dataset in passage rows is the review collection/lane, not the source corpus. passage_origin is the source prefix from the original passage key; key remains unchanged and preserves source document/page/chunk identity. source_document_id joins to documents.document_id.
• document_metadata provides typed metadata. documents config has one row per reviewed document; canonical_record_json preserves the full canonical source record used by the analysis join, including every source field (such as source content/chunk/entity metadata). metadata_source_file identifies the canonical catalog file. Project id, title, document type, country, source URLs and all remaining fields are retained.
• The original focus-sidecar fields (h, key, dataset, split, focus, proposal_keep_only, passage, annotations, validation/write timestamps) remain intact in passage records.
• Original annotation character offsets are never rewritten. Five source span slices do not exactly match passage text: four differ only by whitespace, and one end offset omits a closing parenthesis. The report's whitespace-flexible locator recovers all five; among related mentions, two need text recovery and one needs an end-offset adjustment. related_mentions adds passage-aligned render_start/render_end/render_span, preserving original span and offsets inside annotation.
• reports/pad-pid-geospatial-analysis.html and the linked dataset census are refreshed from the same focus sidecar and document catalog.
• metadata/manifest.json records source hashes, file hashes, split/class counts, and validation results.

Label meanings

point_geocoded, admin_linked, and national_spatial_derived mean explicit spatial linkage (related=yes). non_spatial means the passage establishes a non-spatial aggregate (related=no). unclear means passage does not establish whether/how data link to locations; it is not a negative. These labels assess evidence in passage context, not whether a dataset can independently be joined to a map.

Scope and limits

Only records whose canonical document_type exactly equals Project Appraisal Document or Project Information Document are in this PAD/PID export. Of 6,470 reviewed focus passages, 2,666 were excluded because no canonical document record was available or the document type was outside scope; counts/reasons are in the manifest. This export is a focus-annotation review, not an independently verified gold standard. At refresh, the keeps-only queue was empty, but the full-sweep queue still had 12,201 units / 22,271 candidate mentions across the reviewed collections; this is not exhaustive annotation of every possible mention. The original proposal_keep_only flag is retained per passage. The report's related-only view is a derived view; it does not replace the complete passage config.

Source documents are World Bank project documents; individual source records carry their source URLs. No blanket license is asserted here; consult each source record's terms before redistribution beyond this annotation dataset.