Triple

T16370645
Position Surface form Disambiguated ID Type / Status
Subject 711th Human Performance Wing E397554 entity
Predicate hasPart P35 FINISHED
Object U.S. Air Force School of Aerospace Medicine
The U.S. Air Force School of Aerospace Medicine is a premier military medical education and research institution specializing in aerospace medicine, human performance, and operational health for air and space forces.
E1208407 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: U.S. Air Force School of Aerospace Medicine | Statement: [711th Human Performance Wing, hasPart, U.S. Air Force School of Aerospace Medicine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Air Force School of Aerospace Medicine
Context triple: [711th Human Performance Wing, hasPart, U.S. Air Force School of Aerospace Medicine]
  • A. U.S. Army Aeromedical Research Laboratory
    The U.S. Army Aeromedical Research Laboratory is a military biomedical research institution that focuses on aviation medicine, human performance, and protection of aircrew and soldiers in operational environments.
  • B. United States Air Force Test Pilot School
    The United States Air Force Test Pilot School is the Air Force’s premier institution for training experimental test pilots, combat systems officers, and flight test engineers in the planning, execution, and reporting of flight test and evaluation of aerospace systems.
  • C. Air Force Research Institute
    The Air Force Research Institute is a think tank within the U.S. Air Force’s Air University that conducts research and analysis on air, space, and cyberspace power to inform doctrine, strategy, and policy.
  • D. U.S. Naval Test Pilot School
    The U.S. Naval Test Pilot School is a premier United States Navy institution that trains experienced military aviators, flight officers, and engineers in the skills required for experimental and developmental flight testing.
  • E. U.S. Army Research Institute of Environmental Medicine
    The U.S. Army Research Institute of Environmental Medicine is a military biomedical research facility that studies how environmental factors such as heat, cold, altitude, and physical stress affect soldier health and performance.
  • 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: U.S. Air Force School of Aerospace Medicine
Triple: [711th Human Performance Wing, hasPart, U.S. Air Force School of Aerospace Medicine]
Generated description
The U.S. Air Force School of Aerospace Medicine is a premier military medical education and research institution specializing in aerospace medicine, human performance, and operational health for air and space forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Air Force School of Aerospace Medicine
Target entity description: The U.S. Air Force School of Aerospace Medicine is a premier military medical education and research institution specializing in aerospace medicine, human performance, and operational health for air and space forces.
  • A. U.S. Army Aeromedical Research Laboratory
    The U.S. Army Aeromedical Research Laboratory is a military biomedical research institution that focuses on aviation medicine, human performance, and protection of aircrew and soldiers in operational environments.
  • B. United States Air Force Test Pilot School
    The United States Air Force Test Pilot School is the Air Force’s premier institution for training experimental test pilots, combat systems officers, and flight test engineers in the planning, execution, and reporting of flight test and evaluation of aerospace systems.
  • C. Air Force Research Institute
    The Air Force Research Institute is a think tank within the U.S. Air Force’s Air University that conducts research and analysis on air, space, and cyberspace power to inform doctrine, strategy, and policy.
  • D. U.S. Naval Test Pilot School
    The U.S. Naval Test Pilot School is a premier United States Navy institution that trains experienced military aviators, flight officers, and engineers in the skills required for experimental and developmental flight testing.
  • E. U.S. Army Research Institute of Environmental Medicine
    The U.S. Army Research Institute of Environmental Medicine is a military biomedical research facility that studies how environmental factors such as heat, cold, altitude, and physical stress affect soldier health and performance.
  • 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_69d87f2778dc8190aa95c7572db127e6 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e2ff414d808190beae2ff162e430f8 completed April 18, 2026, 3:49 a.m.
NED1 Entity disambiguation (via context triple) batch_6a002dc44c508190bf87b437d1447db6 completed May 10, 2026, 7:03 a.m.
NEDg Description generation batch_6a002f7203d88190834594b03d29b193 completed May 10, 2026, 7:10 a.m.
NED2 Entity disambiguation (via description) batch_6a002fd7fba8819095bb67c7e7a0fefd completed May 10, 2026, 7:12 a.m.
Created at: April 10, 2026, 5:08 a.m.