Triple

T11729235
Position Surface form Disambiguated ID Type / Status
Subject Chemical Stockpile Emergency Preparedness Program E278856 entity
Predicate coordinatedBy P86 FINISHED
Object FEMA Chemical Stockpile Emergency Preparedness Branch
The FEMA Chemical Stockpile Emergency Preparedness Branch is a specialized unit within the Federal Emergency Management Agency responsible for planning, coordinating, and supporting emergency preparedness and response activities related to the nation’s chemical weapons stockpiles.
E278856 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: FEMA Chemical Stockpile Emergency Preparedness Branch | Statement: [Chemical Stockpile Emergency Preparedness Program, coordinatedBy, FEMA Chemical Stockpile Emergency Preparedness Branch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FEMA Chemical Stockpile Emergency Preparedness Branch
Context triple: [Chemical Stockpile Emergency Preparedness Program, coordinatedBy, FEMA Chemical Stockpile Emergency Preparedness Branch]
  • A. Chemical Stockpile Emergency Preparedness Program
    The Chemical Stockpile Emergency Preparedness Program is a U.S. initiative that works with state and local communities to enhance emergency preparedness and response capabilities related to the storage and destruction of chemical weapons stockpiles.
  • B. U.S. Army Chemical Materials Activity
    The U.S. Army Chemical Materials Activity is a U.S. Army organization responsible for the safe storage, monitoring, and destruction of the nation’s chemical weapons stockpiles and related materials.
  • C. Central Nuclear Biological Chemical Weapon Defense Unit
    The Central Nuclear Biological Chemical Weapon Defense Unit is a specialized Japanese military unit responsible for responding to and mitigating nuclear, biological, and chemical weapon threats.
  • D. 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.
  • E. Chemical and Biological Defense Division
    The Chemical and Biological Defense Division is a component of the U.S. Department of Homeland Security focused on research, development, and deployment of technologies to detect, prevent, and respond to chemical and biological threats.
  • 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 Chemical Stockpile Emergency Preparedness Branch
Triple: [Chemical Stockpile Emergency Preparedness Program, coordinatedBy, FEMA Chemical Stockpile Emergency Preparedness Branch]
Generated description
The FEMA Chemical Stockpile Emergency Preparedness Branch is a specialized unit within the Federal Emergency Management Agency responsible for planning, coordinating, and supporting emergency preparedness and response activities related to the nation’s chemical weapons stockpiles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FEMA Chemical Stockpile Emergency Preparedness Branch
Target entity description: The FEMA Chemical Stockpile Emergency Preparedness Branch is a specialized unit within the Federal Emergency Management Agency responsible for planning, coordinating, and supporting emergency preparedness and response activities related to the nation’s chemical weapons stockpiles.
  • A. Chemical Stockpile Emergency Preparedness Program chosen
    The Chemical Stockpile Emergency Preparedness Program is a U.S. initiative that works with state and local communities to enhance emergency preparedness and response capabilities related to the storage and destruction of chemical weapons stockpiles.
  • B. U.S. Army Chemical Materials Activity
    The U.S. Army Chemical Materials Activity is a U.S. Army organization responsible for the safe storage, monitoring, and destruction of the nation’s chemical weapons stockpiles and related materials.
  • C. Central Nuclear Biological Chemical Weapon Defense Unit
    The Central Nuclear Biological Chemical Weapon Defense Unit is a specialized Japanese military unit responsible for responding to and mitigating nuclear, biological, and chemical weapon threats.
  • D. 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.
  • E. Chemical and Biological Defense Division
    The Chemical and Biological Defense Division is a component of the U.S. Department of Homeland Security focused on research, development, and deployment of technologies to detect, prevent, and respond to chemical and biological threats.
  • 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_69d6aaffec6881908bead509e8621742 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a4d80ef881908cab956787ab07fd completed April 10, 2026, 7:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69ef83f98fc481908015df3c4e5d7ed3 completed April 27, 2026, 3:42 p.m.
NEDg Description generation batch_69ef9b68309081909f3f614efeeb2ab1 completed April 27, 2026, 5:22 p.m.
NED2 Entity disambiguation (via description) batch_69efd6aba82c81909ff22e6b26db3cfe completed April 27, 2026, 9:35 p.m.
Created at: April 8, 2026, 9:41 p.m.