Triple

T7487758
Position Surface form Disambiguated ID Type / Status
Subject U.S. Army Ground Forces E176923 entity
Predicate distinctFrom P1612 FINISHED
Object Army Service Forces
Army Service Forces was a major World War II-era U.S. Army command responsible for logistics, supply, administration, and support services for American military operations.
E667700 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 Service Forces | Statement: [U.S. Army Ground Forces, distinctFrom, Army Service Forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Army Service Forces
Context triple: [U.S. Army Ground Forces, distinctFrom, Army Service Forces]
  • A. Army Corps
    Army Corps is a major operational-level military formation typically composed of multiple divisions and supporting units, responsible for coordinating large-scale ground combat operations.
  • B. Labour Corps
    The Labour Corps was a British Army support formation in World War I composed largely of men unfit for front-line combat, tasked with manual and logistical work such as construction, transport, and battlefield clearance.
  • C. Armed Forces Reserve Command
    The Armed Forces Reserve Command is a branch of Taiwan’s military responsible for managing, training, and mobilizing reserve forces to support national defense.
  • D. Armed Forces Headquarters Civil Service
    The Armed Forces Headquarters Civil Service is a Group B central civil service in India that provides administrative and secretarial support to the Ministry of Defence and the headquarters of the armed forces.
  • 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 Service Forces
Triple: [U.S. Army Ground Forces, distinctFrom, Army Service Forces]
Generated description
Army Service Forces was a major World War II-era U.S. Army command responsible for logistics, supply, administration, and support services for American military operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Army Service Forces
Target entity description: Army Service Forces was a major World War II-era U.S. Army command responsible for logistics, supply, administration, and support services for American military operations.
  • A. Army Corps
    Army Corps is a major operational-level military formation typically composed of multiple divisions and supporting units, responsible for coordinating large-scale ground combat operations.
  • B. Labour Corps
    The Labour Corps was a British Army support formation in World War I composed largely of men unfit for front-line combat, tasked with manual and logistical work such as construction, transport, and battlefield clearance.
  • C. Armed Forces Reserve Command
    The Armed Forces Reserve Command is a branch of Taiwan’s military responsible for managing, training, and mobilizing reserve forces to support national defense.
  • D. Armed Forces Headquarters Civil Service
    The Armed Forces Headquarters Civil Service is a Group B central civil service in India that provides administrative and secretarial support to the Ministry of Defence and the headquarters of the armed forces.
  • 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_69c69f24ac508190bb98fe927c0bd065 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f55965ac81909d3c3a5422b22d44 completed March 27, 2026, 9:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c83c6d7dc08190b5d030e3eff9b108 completed March 28, 2026, 8:39 p.m.
NEDg Description generation batch_69c83d7100f081909e69801db3628c30 completed March 28, 2026, 8:43 p.m.
NED2 Entity disambiguation (via description) batch_69c83dc9102881908e17512d3a14990a completed March 28, 2026, 8:44 p.m.
Created at: March 27, 2026, 3:43 p.m.