Triple

T8419724
Position Surface form Disambiguated ID Type / Status
Subject Willis H. Hale E198817 entity
Predicate laterTransferredTo P9014 FINISHED
Object Aviation Section, U.S. Signal Corps
The Aviation Section, U.S. Signal Corps was the early aviation branch of the United States Army responsible for developing and operating military aircraft before the establishment of the Army Air Service and later the U.S. Air Force.
E170 NE FINISHED

How this triple was built (5 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: Aviation Section, U.S. Signal Corps | Statement: [Willis H. Hale, laterTransferredTo, Aviation Section, U.S. Signal Corps]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aviation Section, U.S. Signal Corps
Context triple: [Willis H. Hale, laterTransferredTo, Aviation Section, U.S. Signal Corps]
  • A. Aviation Branch
    The Aviation Branch is a component of the U.S. Army responsible for aerial operations, including reconnaissance, transport, and close air support using rotary- and fixed-wing aircraft.
  • B. United States Army Air Service
    The United States Army Air Service was the aerial warfare branch of the U.S. Army during and after World War I, serving as a precursor to the modern United States Air Force.
  • C. United States Army Signal Corps
    The United States Army Signal Corps is the branch of the U.S. Army responsible for developing, managing, and supporting military communications and information systems.
  • D. División de Aviación del Ejército
    La División de Aviación del Ejército es la rama de aviación del Ejército de Chile encargada de operar aeronaves para apoyo táctico, transporte y reconocimiento en misiones militares y de apoyo civil.
  • E. Bureau of Aeronautics
    The Bureau of Aeronautics was a former United States Navy organization responsible for overseeing naval aviation development, procurement, and support before its functions were absorbed into the Naval Air Systems Command.
  • 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: Aviation Section, U.S. Signal Corps
Triple: [Willis H. Hale, laterTransferredTo, Aviation Section, U.S. Signal Corps]
Generated description
The Aviation Section, U.S. Signal Corps was the early aviation branch of the United States Army responsible for developing and operating military aircraft before the establishment of the Army Air Service and later the U.S. Air Force.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aviation Section, U.S. Signal Corps
Target entity description: The Aviation Section, U.S. Signal Corps was the early aviation branch of the United States Army responsible for developing and operating military aircraft before the establishment of the Army Air Service and later the U.S. Air Force.
  • A. Aviation Branch
    The Aviation Branch is a component of the U.S. Army responsible for aerial operations, including reconnaissance, transport, and close air support using rotary- and fixed-wing aircraft.
  • B. United States Army Air Service
    The United States Army Air Service was the aerial warfare branch of the U.S. Army during and after World War I, serving as a precursor to the modern United States Air Force.
  • C. United States Army Signal Corps chosen
    The United States Army Signal Corps is the branch of the U.S. Army responsible for developing, managing, and supporting military communications and information systems.
  • D. División de Aviación del Ejército
    La División de Aviación del Ejército es la rama de aviación del Ejército de Chile encargada de operar aeronaves para apoyo táctico, transporte y reconocimiento en misiones militares y de apoyo civil.
  • E. Bureau of Aeronautics
    The Bureau of Aeronautics was a former United States Navy organization responsible for overseeing naval aviation development, procurement, and support before its functions were absorbed into the Naval Air Systems Command.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: laterTransferredTo
Context triple: [Willis H. Hale, laterTransferredTo, Aviation Section, U.S. Signal Corps]
  • A. transferAfter
    Indicates that one entity transfers something to another entity only after a specified event or condition has occurred.
  • B. ownershipTransferredTo
    Indicates that the legal or formal ownership of an entity has been transferred from one party to another specified party.
  • C. functionTransferredTo chosen
    Indicates that a specific function, role, or responsibility has been moved from one entity to another.
  • D. hasTransfer
    Indicates a relationship where something is moved or conveyed from one entity or location to another.
  • E. seeTransferredFrom
    Indicates that something is observed or recorded as having been moved or conveyed from a specific source entity to another context or location.
  • F. None of above.

Provenance (6 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_69ca8312d63c8190bf133b676b44a385 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cb84c941988190884a5c0cbb44bcc2 completed March 31, 2026, 8:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69ce03476b288190b3df8f9f4d502ea8 completed April 2, 2026, 5:48 a.m.
NEDg Description generation batch_69ce0782b0dc8190bf971eacb3b4582c completed April 2, 2026, 6:06 a.m.
NED2 Entity disambiguation (via description) batch_69ce0854ce788190a209f229d504c038 completed April 2, 2026, 6:10 a.m.
PD Predicate disambiguation batch_69cb70d70ea081909c3dc1bd2ec14f85 completed March 31, 2026, 6:59 a.m.
Created at: March 30, 2026, 6:06 p.m.