Triple
T6326721
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hazard Mitigation Grant Program |
E141879
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
Building Resilient Infrastructure and Communities program
The Building Resilient Infrastructure and Communities program is a FEMA grant initiative that funds proactive, cost-effective projects to reduce disaster risk and strengthen community resilience to natural hazards.
|
E586539
|
NE FINISHED |
How this triple was built (4 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: Building Resilient Infrastructure and Communities program | Statement: [Hazard Mitigation Grant Program, relatedTo, Building Resilient Infrastructure and Communities program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Building Resilient Infrastructure and Communities program Context triple: [Hazard Mitigation Grant Program, relatedTo, Building Resilient Infrastructure and Communities 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.
Hurricane and Storm Damage Risk Reduction System program
The Hurricane and Storm Damage Risk Reduction System program is a U.S. Army Corps of Engineers initiative designed to strengthen and modernize flood and storm surge defenses in the New Orleans region following Hurricane Katrina.
-
C.
Homeland Security Grant Program
The Homeland Security Grant Program is a federal funding initiative that supports state, local, tribal, and territorial efforts to prevent, protect against, mitigate, respond to, and recover from acts of terrorism and other threats.
-
D.
Office of Resilience and Mitigation
The Office of Resilience and Mitigation is a New York State government office responsible for reducing disaster risks and strengthening communities’ ability to withstand and recover from emergencies.
-
E.
Renewal Communities program
The Renewal Communities program was a federal initiative that used tax incentives and other economic tools to stimulate investment, job creation, and revitalization in designated low-income urban and rural areas in the United States.
- 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: Building Resilient Infrastructure and Communities program Triple: [Hazard Mitigation Grant Program, relatedTo, Building Resilient Infrastructure and Communities program]
Generated description
The Building Resilient Infrastructure and Communities program is a FEMA grant initiative that funds proactive, cost-effective projects to reduce disaster risk and strengthen community resilience to natural hazards.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Building Resilient Infrastructure and Communities program Target entity description: The Building Resilient Infrastructure and Communities program is a FEMA grant initiative that funds proactive, cost-effective projects to reduce disaster risk and strengthen community resilience to natural hazards.
-
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.
Hurricane and Storm Damage Risk Reduction System program
The Hurricane and Storm Damage Risk Reduction System program is a U.S. Army Corps of Engineers initiative designed to strengthen and modernize flood and storm surge defenses in the New Orleans region following Hurricane Katrina.
-
C.
Homeland Security Grant Program
The Homeland Security Grant Program is a federal funding initiative that supports state, local, tribal, and territorial efforts to prevent, protect against, mitigate, respond to, and recover from acts of terrorism and other threats.
-
D.
Office of Resilience and Mitigation
The Office of Resilience and Mitigation is a New York State government office responsible for reducing disaster risks and strengthening communities’ ability to withstand and recover from emergencies.
-
E.
Renewal Communities program
The Renewal Communities program was a federal initiative that used tax incentives and other economic tools to stimulate investment, job creation, and revitalization in designated low-income urban and rural areas in the United States.
- F. None of above. chosen
Provenance (5 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_69c008d201748190917e69c41ba3f978 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c064e833a0819096000b47e776949d |
completed | March 22, 2026, 9:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c60410223081908c1cf3663d4b14c0 |
completed | March 27, 2026, 4:14 a.m. |
| NEDg | Description generation | batch_69c60626724881908e6270c2d3652c16 |
completed | March 27, 2026, 4:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c606bd2228819082fcb63493664927 |
completed | March 27, 2026, 4:25 a.m. |
Created at: March 22, 2026, 4:29 p.m.