Triple
T20201839
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Recovery Division for Region V |
E493239
|
entity |
| Predicate | appliesProgram |
P139180
|
FINISHED |
| Object |
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.
|
E1417676
|
NE FINISHED |
How this triple was built (5 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 Public Assistance Program | Statement: [Recovery Division for Region V, appliesProgram, FEMA Public Assistance Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: FEMA Public Assistance Program Context triple: [Recovery Division for Region V, appliesProgram, FEMA Public Assistance Program]
-
A.
Hazard Mitigation Grant Program
The Hazard Mitigation Grant Program is a U.S. federal program that provides funding to state, local, tribal, and territorial governments to implement long-term measures that reduce the risk of future disasters.
-
B.
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.
-
C.
National Disaster Response Fund
The National Disaster Response Fund is an Indian government fund used to finance emergency relief and rehabilitation measures in the aftermath of severe natural or man-made 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.
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.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: FEMA Public Assistance Program Triple: [Recovery Division for Region V, appliesProgram, FEMA Public Assistance Program]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: FEMA Public Assistance Program Target entity description: 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.
-
A.
Hazard Mitigation Grant Program
The Hazard Mitigation Grant Program is a U.S. federal program that provides funding to state, local, tribal, and territorial governments to implement long-term measures that reduce the risk of future disasters.
-
B.
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.
-
C.
National Disaster Response Fund
The National Disaster Response Fund is an Indian government fund used to finance emergency relief and rehabilitation measures in the aftermath of severe natural or man-made 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.
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.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: appliesProgram Context triple: [Recovery Division for Region V, appliesProgram, FEMA Public Assistance Program]
-
A.
authorizedUnderProgram
Indicates that an entity’s action, status, or participation is permitted or governed according to the rules or provisions of a specific program.
-
B.
implementedProgram
Indicates that an entity has created, developed, or put into operation a particular program or software system.
-
C.
authorizesProgram
Indicates that one entity grants official permission for a particular program to exist, operate, or proceed.
-
D.
establishedProgram
Indicates that an entity has created and put into operation a formal program that is now in an active, ongoing state.
-
E.
supportsProgramOf
Indicates that one entity provides assistance, resources, or endorsement to help another entity’s program operate or succeed.
- F. None of above. chosen
Provenance (7 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_69da6269614c8190bb40475d9d477358 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e66d8e0df481909c030e2a01d1862a |
completed | April 20, 2026, 6:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0843e8cd9c8190853f116ed0e4662b |
completed | May 16, 2026, 10:16 a.m. |
| NEDg | Description generation | batch_6a0844d37fc48190a73ab9d45227e7eb |
completed | May 16, 2026, 10:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a084554462081908a1b801fe1528fa0 |
completed | May 16, 2026, 10:22 a.m. |
| PD | Predicate disambiguation | batch_69e55b14c9d8819095453d0504d9222f |
completed | April 19, 2026, 10:45 p.m. |
| PDg | Predicate description generation | batch_69e56700b1a08190ace53cf95827d72d |
completed | April 19, 2026, 11:36 p.m. |
Created at: April 11, 2026, 11:37 p.m.