Triple

T5106302
Position Surface form Disambiguated ID Type / Status
Subject FEMA Region V E115102 entity
Predicate hasOrganizationalUnit P254 FINISHED
Object Mitigation Division for Region V
The Mitigation Division for Region V is a FEMA regional office unit responsible for reducing disaster risk and impacts through planning, grants, and resilience initiatives across the states in Region V.
E115102 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: Mitigation Division for Region V | Statement: [FEMA Region V, hasOrganizationalUnit, Mitigation Division for Region V]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mitigation Division for Region V
Context triple: [FEMA Region V, hasOrganizationalUnit, Mitigation Division for Region V]
  • A. Pasig River Rehabilitation Commission
    The Pasig River Rehabilitation Commission is a Philippine government body tasked with restoring, managing, and overseeing the environmental rehabilitation and sustainable development of the Pasig River and its surrounding areas.
  • B. Region XI
    Region XI, also known as the Davao Region, is an administrative region in southeastern Mindanao in the Philippines known for its major urban center Davao City and rich agricultural and coastal resources.
  • C. FEMA Region IX
    FEMA Region IX is the Federal Emergency Management Agency’s regional office responsible for coordinating disaster preparedness, response, and recovery across several western U.S. states and Pacific territories.
  • D. FEMA Region V
    FEMA Region V is the Midwestern regional office of the Federal Emergency Management Agency responsible for coordinating disaster preparedness, response, and recovery efforts across several states in that area.
  • E. FEMA Region X
    FEMA Region X is the Pacific Northwest regional office of the Federal Emergency Management Agency responsible for coordinating disaster preparedness, response, and recovery in Alaska, Idaho, Oregon, and Washington.
  • 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: Mitigation Division for Region V
Triple: [FEMA Region V, hasOrganizationalUnit, Mitigation Division for Region V]
Generated description
The Mitigation Division for Region V is a FEMA regional office unit responsible for reducing disaster risk and impacts through planning, grants, and resilience initiatives across the states in Region V.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mitigation Division for Region V
Target entity description: The Mitigation Division for Region V is a FEMA regional office unit responsible for reducing disaster risk and impacts through planning, grants, and resilience initiatives across the states in Region V.
  • A. Pasig River Rehabilitation Commission
    The Pasig River Rehabilitation Commission is a Philippine government body tasked with restoring, managing, and overseeing the environmental rehabilitation and sustainable development of the Pasig River and its surrounding areas.
  • B. Region XI
    Region XI, also known as the Davao Region, is an administrative region in southeastern Mindanao in the Philippines known for its major urban center Davao City and rich agricultural and coastal resources.
  • C. FEMA Region IX
    FEMA Region IX is the Federal Emergency Management Agency’s regional office responsible for coordinating disaster preparedness, response, and recovery across several western U.S. states and Pacific territories.
  • D. FEMA Region V chosen
    FEMA Region V is the Midwestern regional office of the Federal Emergency Management Agency responsible for coordinating disaster preparedness, response, and recovery efforts across several states in that area.
  • E. FEMA Region X
    FEMA Region X is the Pacific Northwest regional office of the Federal Emergency Management Agency responsible for coordinating disaster preparedness, response, and recovery in Alaska, Idaho, Oregon, and Washington.
  • F. None of above.

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_69bd4440b3348190be1251fd8b7951f1 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd75a7c6748190b02b7c2b617c830f completed March 20, 2026, 4:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69beba9a19d881909f26b327273a95f1 completed March 21, 2026, 3:34 p.m.
NEDg Description generation batch_69bebb0c54c4819089eca12aae6e7613 completed March 21, 2026, 3:36 p.m.
NED2 Entity disambiguation (via description) batch_69bebb6fd0b08190a79a42e93689186b completed March 21, 2026, 3:38 p.m.
Created at: March 20, 2026, 1:41 p.m.