Triple

T21321438
Position Surface form Disambiguated ID Type / Status
Subject Harold Livingston E525625 entity
Predicate wasRadioOperatorFor P109041 FINISHED
Object United States Army Air Forces NE NERFINISHED

How this triple was built (3 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: United States Army Air Forces | Statement: [Harold Livingston, wasRadioOperatorFor, United States Army Air Forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States Army Air Forces
Context triple: [Harold Livingston, wasRadioOperatorFor, United States Army Air Forces]
  • A. United States Army Air Forces chosen
    The United States Army Air Forces was the aerial warfare service component of the U.S. Army during World War II and the direct predecessor of the independent United States Air Force.
  • B. United States Army Air Corps
    The United States Army Air Corps was the aerial warfare branch of the U.S. Army that served as the direct predecessor to the United States Army Air Forces and, ultimately, the independent U.S. Air Force.
  • C. Luftstreitkräfte
    The Luftstreitkräfte was the air arm of the Imperial German Army during World War I, known for its fighter aces and early military aviation developments.
  • D. Air Transport Command
    Air Transport Command was the United States Army Air Forces organization responsible for managing and operating global airlift and transport operations during World War II.
  • E. Army Air Corps
    The Army Air Corps is the aviation branch of the Malaysian Army, responsible for providing air support, reconnaissance, and transport capabilities to ground forces.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: wasRadioOperatorFor
Context triple: [Harold Livingston, wasRadioOperatorFor, United States Army Air Forces]
  • A. radioOperator chosen
    Indicates a relationship where one entity serves as the radio operator for another, handling radio communication duties on its behalf.
  • B. callsignOfOperator
    Indicates that one entity is the radio or communication callsign assigned to or used by another entity acting as an operator.
  • C. formerRadioStation
    Indicates that the subject was once a radio station but no longer operates in that capacity.
  • D. operatedInBand
    Indicates that an entity performed or was active as a member within a particular musical band.
  • E. operatedAmong
    Indicates that an entity carried out operations or activities within, or in coordination with, a specified group, set, or collection of other entities.
  • F. None of above.

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_69e0b51ad810819098c12392c8e55f6c completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e77ed1538c8190954da114e49dfa36 completed April 21, 2026, 1:42 p.m.
PD Predicate disambiguation batch_69e6161feea4819091d13bb003363279 completed April 20, 2026, 12:03 p.m.
Created at: April 16, 2026, 4:39 p.m.