Triple

T21308451
Position Surface form Disambiguated ID Type / Status
Subject Michael R. Barratt E525262 entity
Predicate affiliation P10 FINISHED
Object Aerospace Medical Association
The Aerospace Medical Association is a professional organization dedicated to advancing aerospace medicine and human performance in aviation and space environments.
E1477572 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: Aerospace Medical Association | Statement: [Michael R. Barratt, affiliation, Aerospace Medical Association]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aerospace Medical Association
Context triple: [Michael R. Barratt, affiliation, Aerospace Medical Association]
  • A. Society of NASA Flight Surgeons
    The Society of NASA Flight Surgeons is a professional organization that brings together physicians specializing in aerospace medicine who support NASA’s human spaceflight missions.
  • B. 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.
  • C. American Institute of Aeronautics and Astronautics
    The American Institute of Aeronautics and Astronautics (AIAA) is a leading U.S.-based professional society dedicated to advancing the arts, sciences, and technology of aeronautics and astronautics through research, publications, conferences, and standards.
  • D. Society of Experimental Test Pilots
    The Society of Experimental Test Pilots is a professional organization that brings together military, commercial, and civilian test pilots dedicated to advancing aerospace flight testing, safety, and technical excellence.
  • E. 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.
  • 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: Aerospace Medical Association
Triple: [Michael R. Barratt, affiliation, Aerospace Medical Association]
Generated description
The Aerospace Medical Association is a professional organization dedicated to advancing aerospace medicine and human performance in aviation and space environments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aerospace Medical Association
Target entity description: The Aerospace Medical Association is a professional organization dedicated to advancing aerospace medicine and human performance in aviation and space environments.
  • A. Society of NASA Flight Surgeons
    The Society of NASA Flight Surgeons is a professional organization that brings together physicians specializing in aerospace medicine who support NASA’s human spaceflight missions.
  • B. 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.
  • C. American Institute of Aeronautics and Astronautics
    The American Institute of Aeronautics and Astronautics (AIAA) is a leading U.S.-based professional society dedicated to advancing the arts, sciences, and technology of aeronautics and astronautics through research, publications, conferences, and standards.
  • D. Society of Experimental Test Pilots
    The Society of Experimental Test Pilots is a professional organization that brings together military, commercial, and civilian test pilots dedicated to advancing aerospace flight testing, safety, and technical excellence.
  • E. 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.
  • 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_69e0b518b8948190ad69cf9a8784d397 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e75aa863688190a5e45248e31eec88 completed April 21, 2026, 11:08 a.m.
NED1 Entity disambiguation (via context triple) batch_6a099ed7a6008190bb2c2033a8b2812a completed May 17, 2026, 10:56 a.m.
NEDg Description generation batch_6a099f592488819098c54b433ce5e67e completed May 17, 2026, 10:58 a.m.
NED2 Entity disambiguation (via description) batch_6a09a033f5108190b8000934050ad55e completed May 17, 2026, 11:02 a.m.
Created at: April 16, 2026, 4:06 p.m.