Triple
T16832540
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Emergency Management Assistance Compact |
E409185
|
entity |
| Predicate | coordinatedBy |
P86
|
FINISHED |
| Object |
National Emergency Management Association
The National Emergency Management Association is a professional nonprofit organization representing state emergency management directors in the United States, focused on improving preparedness, response, recovery, and mitigation capabilities nationwide.
|
E1235620
|
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: National Emergency Management Association | Statement: [Emergency Management Assistance Compact, coordinatedBy, National Emergency Management Association]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Emergency Management Association Context triple: [Emergency Management Assistance Compact, coordinatedBy, National Emergency Management Association]
-
A.
National Incident Management Assistance Teams
The National Incident Management Assistance Teams are specialized federal teams that rapidly deploy to support state, local, tribal, and territorial authorities in coordinating and managing large-scale emergencies and disasters across the United States.
-
B.
United States emergency management system
The United States emergency management system is the nationwide framework of agencies, policies, and procedures responsible for preparing for, responding to, and recovering from natural disasters, technological incidents, and national security emergencies.
-
C.
Emergency Management Assistance Compact
The Emergency Management Assistance Compact is an interstate mutual aid agreement in the United States that enables states to share resources and support each other during disasters and emergencies.
-
D.
Federal Emergency Management Agency
The Federal Emergency Management Agency (FEMA) is the U.S. government agency responsible for coordinating disaster preparedness, response, and recovery efforts nationwide.
-
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: National Emergency Management Association Triple: [Emergency Management Assistance Compact, coordinatedBy, National Emergency Management Association]
Generated description
The National Emergency Management Association is a professional nonprofit organization representing state emergency management directors in the United States, focused on improving preparedness, response, recovery, and mitigation capabilities nationwide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National Emergency Management Association Target entity description: The National Emergency Management Association is a professional nonprofit organization representing state emergency management directors in the United States, focused on improving preparedness, response, recovery, and mitigation capabilities nationwide.
-
A.
National Incident Management Assistance Teams
The National Incident Management Assistance Teams are specialized federal teams that rapidly deploy to support state, local, tribal, and territorial authorities in coordinating and managing large-scale emergencies and disasters across the United States.
-
B.
United States emergency management system
The United States emergency management system is the nationwide framework of agencies, policies, and procedures responsible for preparing for, responding to, and recovering from natural disasters, technological incidents, and national security emergencies.
-
C.
Emergency Management Assistance Compact
The Emergency Management Assistance Compact is an interstate mutual aid agreement in the United States that enables states to share resources and support each other during disasters and emergencies.
-
D.
Federal Emergency Management Agency
The Federal Emergency Management Agency (FEMA) is the U.S. government agency responsible for coordinating disaster preparedness, response, and recovery efforts nationwide.
-
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
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_69d883952b048190887740a980b712ed |
completed | April 10, 2026, 4:59 a.m. |
| NER | Named-entity recognition | batch_69e3b318b8b88190b3266f4f06a955c1 |
completed | April 18, 2026, 4:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00b2a2a5348190b14af8ab88a281b7 |
completed | May 10, 2026, 4:30 p.m. |
| NEDg | Description generation | batch_6a00b475236c8190a345b4c8d3c6cfcf |
completed | May 10, 2026, 4:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00b6dfbf448190b41bb7d103ddfc0a |
completed | May 10, 2026, 4:48 p.m. |
Created at: April 10, 2026, 5:23 a.m.