Triple

T475649
Position Surface form Disambiguated ID Type / Status
Subject Army Military Intelligence E9054 entity
Predicate reportsTo P258 FINISHED
Object Army G-2 (Deputy Chief of Staff for Intelligence)
The Army G-2 (Deputy Chief of Staff for Intelligence) is the senior U.S. Army staff officer responsible for overseeing all Army intelligence policy, planning, and operations.
 E59739 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: Army G-2 (Deputy Chief of Staff for Intelligence) | Statement: [Army Military Intelligence, reportsTo, Army G-2 (Deputy Chief of Staff for Intelligence)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Army G-2 (Deputy Chief of Staff for Intelligence)
Context triple: [Army Military Intelligence, reportsTo, Army G-2 (Deputy Chief of Staff for Intelligence)]
  • A. Inspector General of the Army
    The Inspector General of the Army is the senior official responsible for overseeing inspections, investigations, and accountability across the United States Army to ensure readiness, discipline, and compliance with laws and regulations.
  • B. Headquarters Adjutant General
    Headquarters Adjutant General was a former central administrative and personnel command within the British Army that was eventually superseded by Army Headquarters in Andover.
  • C. Office of the Chief of Staff
    The Office of the Chief of Staff is the senior executive office within the White House that coordinates the President’s schedule, priorities, and staff operations.
  • D. Under Secretary of the Army
    The Under Secretary of the Army is the second-highest-ranking civilian official in the U.S. Department of the Army, responsible for assisting in the oversight, management, and policy direction of the Army.
  • E. Adjutant General's Corps
    The Adjutant General's Corps is a British Army administrative and support corps responsible for personnel, legal, educational, and other key service functions.
  • 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: Army G-2 (Deputy Chief of Staff for Intelligence)
Triple: [Army Military Intelligence, reportsTo, Army G-2 (Deputy Chief of Staff for Intelligence)]
Generated description
The Army G-2 (Deputy Chief of Staff for Intelligence) is the senior U.S. Army staff officer responsible for overseeing all Army intelligence policy, planning, and operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Army G-2 (Deputy Chief of Staff for Intelligence)
Target entity description: The Army G-2 (Deputy Chief of Staff for Intelligence) is the senior U.S. Army staff officer responsible for overseeing all Army intelligence policy, planning, and operations.
  • A. Inspector General of the Army
    The Inspector General of the Army is the senior official responsible for overseeing inspections, investigations, and accountability across the United States Army to ensure readiness, discipline, and compliance with laws and regulations.
  • B. Headquarters Adjutant General
    Headquarters Adjutant General was a former central administrative and personnel command within the British Army that was eventually superseded by Army Headquarters in Andover.
  • C. Office of the Chief of Staff
    The Office of the Chief of Staff is the senior executive office within the White House that coordinates the President’s schedule, priorities, and staff operations.
  • D. Under Secretary of the Army
    The Under Secretary of the Army is the second-highest-ranking civilian official in the U.S. Department of the Army, responsible for assisting in the oversight, management, and policy direction of the Army.
  • E. Adjutant General's Corps
    The Adjutant General's Corps is a British Army administrative and support corps responsible for personnel, legal, educational, and other key service functions.
  • 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_69a2e7ff81708190b0507a24a997232c completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2f03b5e5081908ee3dba9d19a6871 completed Feb. 28, 2026, 1:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69a468010c10819090d325d6c3d6f50c completed March 1, 2026, 4:23 p.m.
NEDg Description generation batch_69a468b2515881908bc2beb93685f404 completed March 1, 2026, 4:26 p.m.
NED2 Entity disambiguation (via description) batch_69a46912b7f48190979fb2ebd8e027e9 completed March 1, 2026, 4:28 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.