Triple

T15938757
Position Surface form Disambiguated ID Type / Status
Subject T-38 Talon E386504 entity
Predicate successorAircraft P45153 FINISHED
Object T-7A Red Hawk (planned USAF replacement) E97707 NE FINISHED

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: T-7A Red Hawk (planned USAF replacement) | Statement: [T-38 Talon, successorAircraft, T-7A Red Hawk (planned USAF replacement)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: T-7A Red Hawk (planned USAF replacement)
Context triple: [T-38 Talon, successorAircraft, T-7A Red Hawk (planned USAF replacement)]
  • A. Boeing T-7A Red Hawk chosen
    The Boeing T-7A Red Hawk is a modern U.S. Air Force advanced jet trainer designed to prepare pilots for fifth-generation fighters like the F-22 and F-35.
  • B. T-1A Jayhawk
    The T-1A Jayhawk is a twin-engine jet trainer used by the U.S. Air Force to prepare pilots for airlift and tanker aircraft operations.
  • C. T-2B Buckeye
    The T-2B Buckeye is a later, improved production version of the U.S. Navy’s T-2 Buckeye jet trainer aircraft, used primarily for advanced pilot training.
  • D. Cessna T-50 Bobcat (some variants)
    The Cessna T-50 Bobcat is a twin-engine, low-wing light transport and advanced trainer aircraft used primarily during World War II by the United States and allied air forces.
  • E. Northrop F-20 Tigershark
    The Northrop F-20 Tigershark was a lightweight, single-engine supersonic fighter aircraft developed in the 1980s as an advanced, export-oriented evolution of the F-5, featuring modern avionics and improved performance but never entering mass production.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

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_69d86da750008190987eb26be3f6c118 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e156ac934c8190b6178eb66023252e completed April 16, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffb5ba070c8190b6af6cb21bddd7f1 completed May 9, 2026, 10:31 p.m.
Created at: April 10, 2026, 4:53 a.m.