Triple

T2574329
Position Surface form Disambiguated ID Type / Status
Subject U.S. Army Chemical Materials Activity E57739 entity
Predicate formerlyKnownAs P65 FINISHED
Object U.S. Army Chemical Materials Agency E57739 NE FINISHED

How this triple was built (2 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: U.S. Army Chemical Materials Agency | Statement: [U.S. Army Chemical Materials Activity, formerlyKnownAs, U.S. Army Chemical Materials Agency]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Army Chemical Materials Agency
Context triple: [U.S. Army Chemical Materials Activity, formerlyKnownAs, U.S. Army Chemical Materials Agency]
  • A. U.S. Army Chemical Materials Activity chosen
    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.
  • B. U.S. Army Materiel Command
    The U.S. Army Materiel Command is a major Army command responsible for the development, procurement, distribution, and sustainment of equipment, supplies, and logistics support for U.S. Army forces worldwide.
  • C. 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.
  • D. U.S. Army Aviation and Missile Command
    The U.S. Army Aviation and Missile Command is a major Army organization responsible for the life-cycle management, readiness, and sustainment of the service’s aviation and missile systems.
  • E. U.S. Army Natick Soldier Research Development and Engineering Center
    The U.S. Army Natick Soldier Research Development and Engineering Center is a U.S. military research facility focused on developing advanced equipment, clothing, and technologies to enhance soldier protection, performance, and survivability.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ab4a51410081908501dcf8bad9adc4 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd38792288190a39420cab126bf03 completed March 7, 2026, 7:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69af657413908190a03b9dd8dc40b2e4 completed March 10, 2026, 12:27 a.m.
Created at: March 6, 2026, 9:48 p.m.