Triple
T21850444
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Subcommittee on Housing and Insurance |
E539489
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object | National Flood Insurance Program |
—
|
NE NERFINISHED |
How this triple was built (2 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: National Flood Insurance Program | Statement: [Subcommittee on Housing and Insurance, oversees, National Flood Insurance Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Flood Insurance Program Context triple: [Subcommittee on Housing and Insurance, oversees, National Flood Insurance Program]
-
A.
National Flood Insurance Program
chosen
The National Flood Insurance Program is a U.S. government initiative that provides flood insurance to property owners and encourages communities to adopt and enforce floodplain management regulations to reduce flood risk.
-
B.
National Flood Insurance Act of 1968
The National Flood Insurance Act of 1968 is a U.S. federal law that created the National Flood Insurance Program, enabling federally backed flood insurance for property owners in flood-prone areas.
-
C.
FEMA Public Assistance Program
The FEMA Public Assistance Program is a federal disaster relief initiative that provides funding and support to state, local, tribal, and territorial governments, as well as certain nonprofits, to repair, replace, or restore infrastructure and facilities damaged by major disasters.
-
D.
Individual Assistance Program
The Individual Assistance Program is a FEMA initiative that provides financial help and direct services to individuals and households affected by major disasters who have uninsured or underinsured necessary expenses and serious needs.
-
E.
Disaster Loan Program
The Disaster Loan Program is a U.S. Small Business Administration initiative that provides low-interest loans to businesses, homeowners, and renters to help them recover from declared disasters.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69e0c476c3c88190a92d08ebb59a128a |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69f0bd5904108190af67609a9ab8616e |
completed | April 28, 2026, 1:59 p.m. |
Created at: April 16, 2026, 6:56 p.m.