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.