Triple
T19943509
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Special Flood Hazard Area |
E479365
|
entity |
| Predicate | definedBy |
P773
|
FINISHED |
| Object | FEMA |
—
|
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: FEMA | Statement: [Special Flood Hazard Area, definedBy, FEMA]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: FEMA Context triple: [Special Flood Hazard Area, definedBy, FEMA]
-
A.
FEMA
FEMA is an Indian law enacted in 1999 that governs foreign exchange transactions and aims to facilitate external trade and payments while promoting the orderly development of the country’s foreign exchange market.
-
B.
Federal Emergency Management Agency
chosen
The Federal Emergency Management Agency (FEMA) is the U.S. government agency responsible for coordinating disaster preparedness, response, and recovery efforts nationwide.
-
C.
Office for Domestic Preparedness
The Office for Domestic Preparedness was a U.S. federal agency responsible for enhancing the nation’s capacity to prevent, respond to, and recover from domestic terrorist attacks and other major emergencies, primarily through training, exercises, and grant programs for state and local authorities.
-
D.
FEMA regions
FEMA regions are geographically defined administrative areas used by the Federal Emergency Management Agency to organize and coordinate disaster preparedness, response, and recovery efforts across the United States.
-
E.
FEMA Region IV
FEMA Region IV is the southeastern regional office of the Federal Emergency Management Agency responsible for coordinating disaster preparedness, response, and recovery across several states in that part of the United States.
- 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_69d8e522a17c819095165d4d24939fd8 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e65a64b2788190a49c4ed40aa93b98 |
completed | April 20, 2026, 4:55 p.m. |
Created at: April 10, 2026, 1:54 p.m.