Triple

T4864485
Position Surface form Disambiguated ID Type / Status
Subject 111th Military Intelligence Brigade E108734 entity
Predicate subordinateUnit P258 FINISHED
Object 344th Military Intelligence Battalion (Language Training Support)
The 344th Military Intelligence Battalion (Language Training Support) is a U.S. Army unit specializing in providing language education and support to enhance military intelligence capabilities.
E475617 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 (Language Training Support) | Statement: [111th Military Intelligence Brigade, subordinateUnit, 344th Military Intelligence Battalion (Language Training Support)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 344th Military Intelligence Battalion (Language Training Support)
Context triple: [111th Military Intelligence Brigade, subordinateUnit, 344th Military Intelligence Battalion (Language Training Support)]
  • A. 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.
  • B. 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.
  • C. 704th Military Intelligence Brigade
    The 704th Military Intelligence Brigade is a U.S. Army unit that conducts signals intelligence and cyber-related operations in support of national and tactical missions.
  • D. Intelligence Battalion
    The Intelligence Battalion is a specialized unit of the Norwegian Army responsible for gathering, analyzing, and disseminating military intelligence to support national defense operations.
  • E. 500th Military Intelligence Brigade
    The 500th Military Intelligence Brigade is a U.S. Army unit based in the Pacific region that conducts intelligence collection, analysis, and support operations for theater-level commanders.
  • 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 (Language Training Support)
Triple: [111th Military Intelligence Brigade, subordinateUnit, 344th Military Intelligence Battalion (Language Training Support)]
Generated description
The 344th Military Intelligence Battalion (Language Training Support) is a U.S. Army unit specializing in providing language education and support to enhance military intelligence capabilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 344th Military Intelligence Battalion (Language Training Support)
Target entity description: The 344th Military Intelligence Battalion (Language Training Support) is a U.S. Army unit specializing in providing language education and support to enhance military intelligence capabilities.
  • A. 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.
  • B. 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.
  • C. 704th Military Intelligence Brigade
    The 704th Military Intelligence Brigade is a U.S. Army unit that conducts signals intelligence and cyber-related operations in support of national and tactical missions.
  • D. Intelligence Battalion
    The Intelligence Battalion is a specialized unit of the Norwegian Army responsible for gathering, analyzing, and disseminating military intelligence to support national defense operations.
  • E. 500th Military Intelligence Brigade
    The 500th Military Intelligence Brigade is a U.S. Army unit based in the Pacific region that conducts intelligence collection, analysis, and support operations for theater-level commanders.
  • 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_69be5cfdb3248190a16a5f3fb97d4950 completed March 21, 2026, 8:55 a.m.
NEDg Description generation batch_69be607df6648190be22b5bc0d6531b4 completed March 21, 2026, 9:10 a.m.
NED2 Entity disambiguation (via description) batch_69be611da7c08190b644cfbcb30741fc completed March 21, 2026, 9:13 a.m.
Created at: March 20, 2026, 1:26 p.m.