Triple

T4864481
Position Surface form Disambiguated ID Type / Status
Subject 111th Military Intelligence Brigade E108734 entity
Predicate subordinateUnit P258 FINISHED
Object 344th Military Intelligence Battalion
The 344th Military Intelligence Battalion is a U.S. Army unit that trains soldiers in military intelligence skills and operations under the 111th Military Intelligence Brigade.
E480008 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: 344th Military Intelligence Battalion | Statement: [111th Military Intelligence Brigade, subordinateUnit, 344th Military Intelligence Battalion]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 344th Military Intelligence Battalion
Context triple: [111th Military Intelligence Brigade, subordinateUnit, 344th Military Intelligence Battalion]
  • A. 304th Military Intelligence Battalion
    The 304th Military Intelligence Battalion is a U.S. Army unit that trains and develops soldiers in military intelligence skills as part of the Army’s intelligence training enterprise.
  • B. 309th Military Intelligence Battalion
    The 309th Military Intelligence Battalion is a U.S. Army unit that trains soldiers in military intelligence skills as part of the Army’s intelligence training enterprise.
  • C. 305th Military Intelligence Battalion
    The 305th Military Intelligence Battalion is a U.S. Army unit that trains soldiers in military intelligence skills and operations as part of the Army’s intelligence training enterprise.
  • D. 221st Expeditionary Military Intelligence Battalion
    The 221st Expeditionary Military Intelligence Battalion is a Georgia Army National Guard unit specializing in the collection, analysis, and dissemination of military intelligence to support operational commanders.
  • E. 504th Military Intelligence Brigade
    The 504th Military Intelligence Brigade is a U.S. Army unit that conducts intelligence collection, analysis, and support operations to enhance the effectiveness of combat forces.
  • 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: 344th Military Intelligence Battalion
Triple: [111th Military Intelligence Brigade, subordinateUnit, 344th Military Intelligence Battalion]
Generated description
The 344th Military Intelligence Battalion is a U.S. Army unit that trains soldiers in military intelligence skills and operations under the 111th Military Intelligence Brigade.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 344th Military Intelligence Battalion
Target entity description: The 344th Military Intelligence Battalion is a U.S. Army unit that trains soldiers in military intelligence skills and operations under the 111th Military Intelligence Brigade.
  • A. 304th Military Intelligence Battalion
    The 304th Military Intelligence Battalion is a U.S. Army unit that trains and develops soldiers in military intelligence skills as part of the Army’s intelligence training enterprise.
  • B. 309th Military Intelligence Battalion
    The 309th Military Intelligence Battalion is a U.S. Army unit that trains soldiers in military intelligence skills as part of the Army’s intelligence training enterprise.
  • C. 305th Military Intelligence Battalion
    The 305th Military Intelligence Battalion is a U.S. Army unit that trains soldiers in military intelligence skills and operations as part of the Army’s intelligence training enterprise.
  • D. 221st Expeditionary Military Intelligence Battalion
    The 221st Expeditionary Military Intelligence Battalion is a Georgia Army National Guard unit specializing in the collection, analysis, and dissemination of military intelligence to support operational commanders.
  • E. 504th Military Intelligence Brigade
    The 504th Military Intelligence Brigade is a U.S. Army unit that conducts intelligence collection, analysis, and support operations to enhance the effectiveness of combat forces.
  • 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_69bd440b965081908b0557721cae6338 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6d7718e48190af4c0d1abfa87795 completed March 20, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69be7793405c81909af7de2ad8e62e54 completed March 21, 2026, 10:48 a.m.
NEDg Description generation batch_69be77fbb3008190bf1b4066a2dbff81 completed March 21, 2026, 10:50 a.m.
NED2 Entity disambiguation (via description) batch_69be7854677c8190aeef107e6874e4cf completed March 21, 2026, 10:52 a.m.
Created at: March 20, 2026, 1:26 p.m.