Triple

T19319343
Position Surface form Disambiguated ID Type / Status
Subject Tsien Hsue-shen E483177 entity
Predicate employer P7 FINISHED
Object U.S. Army Air Forces (as consultant) — NE NERFINISHED

How this triple was built (2 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: U.S. Army Air Forces (as consultant) | Statement: [Tsien Hsue-shen, employer, U.S. Army Air Forces (as consultant)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Army Air Forces (as consultant)
Context triple: [Tsien Hsue-shen, employer, U.S. Army Air Forces (as consultant)]
  • A. General Headquarters Air Force (GHQ Air Force)
    General Headquarters Air Force (GHQ Air Force) was the primary operational air combat organization of the U.S. Army in the late 1930s and early 1940s, serving as a key predecessor to the United States Army Air Forces and, ultimately, the U.S. Air Force.
  • B. 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.
  • C. United States Air Force contracting enterprise
    The United States Air Force contracting enterprise is the service-wide network of organizations responsible for acquiring goods and services, managing contracts, and supporting operational readiness through procurement and business solutions.
  • D. Air Force Foreign Technology Division
    The Air Force Foreign Technology Division was a U.S. Air Force intelligence organization responsible for analyzing and assessing foreign aerospace technologies, later reorganized as the National Air and Space Intelligence Center.
  • E. System of Cooperation Among the American Air Forces
    The System of Cooperation Among the American Air Forces is a multinational framework that promotes collaboration, interoperability, and mutual support among the air forces of countries in the Americas.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69d8e8d13e3c81909d91d1d5ec37c095 completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e60d868dd48190b1439a5f4ff58c48 completed April 20, 2026, 11:27 a.m.
Created at: April 10, 2026, 1:32 p.m.