Triple

T15690472
Position Surface form Disambiguated ID Type / Status
Subject 52nd Fighter Wing E380313 entity
Predicate componentUnit P11709 FINISHED
Object 52nd Medical Group
The 52nd Medical Group is a U.S. Air Force medical unit that provides healthcare services and medical readiness support to personnel and operations of the 52nd Fighter Wing.
E1170728 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: 52nd Medical Group | Statement: [52nd Fighter Wing, componentUnit, 52nd Medical Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 52nd Medical Group
Context triple: [52nd Fighter Wing, componentUnit, 52nd Medical Group]
  • A. 42nd Medical Group
    The 42nd Medical Group is a U.S. Air Force medical unit that provides healthcare services and medical readiness support to personnel and beneficiaries associated with the 42nd Air Base Wing.
  • B. 48th Medical Group
    The 48th Medical Group is a United States Air Force medical unit that provides comprehensive healthcare services and medical readiness support to personnel and families stationed at RAF Lakenheath in the United Kingdom.
  • C. 28th Medical Group
    The 28th Medical Group is a United States Air Force medical unit that provides healthcare services and medical readiness support to personnel and families associated with Ellsworth Air Force Base.
  • D. 325th Medical Group
    The 325th Medical Group is a United States Air Force medical unit that provides healthcare services and medical readiness support to personnel and families associated with Tyndall Air Force Base in Florida.
  • E. 27th Medical Group
    The 27th Medical Group is a U.S. Air Force medical unit that provides healthcare services and medical readiness support to personnel and families of the 27th Fighter Wing.
  • 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: 52nd Medical Group
Triple: [52nd Fighter Wing, componentUnit, 52nd Medical Group]
Generated description
The 52nd Medical Group is a U.S. Air Force medical unit that provides healthcare services and medical readiness support to personnel and operations of the 52nd Fighter Wing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 52nd Medical Group
Target entity description: The 52nd Medical Group is a U.S. Air Force medical unit that provides healthcare services and medical readiness support to personnel and operations of the 52nd Fighter Wing.
  • A. 42nd Medical Group
    The 42nd Medical Group is a U.S. Air Force medical unit that provides healthcare services and medical readiness support to personnel and beneficiaries associated with the 42nd Air Base Wing.
  • B. 48th Medical Group
    The 48th Medical Group is a United States Air Force medical unit that provides comprehensive healthcare services and medical readiness support to personnel and families stationed at RAF Lakenheath in the United Kingdom.
  • C. 28th Medical Group
    The 28th Medical Group is a United States Air Force medical unit that provides healthcare services and medical readiness support to personnel and families associated with Ellsworth Air Force Base.
  • D. 325th Medical Group
    The 325th Medical Group is a United States Air Force medical unit that provides healthcare services and medical readiness support to personnel and families associated with Tyndall Air Force Base in Florida.
  • E. 27th Medical Group
    The 27th Medical Group is a U.S. Air Force medical unit that provides healthcare services and medical readiness support to personnel and families of the 27th Fighter Wing.
  • 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_69d86d99e860819094b6957cde470f2c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e04f4e59988190aaf12f6a07c8f0e4 completed April 16, 2026, 2:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff6eebaccc8190a61fb2f9b9bdbcc1 completed May 9, 2026, 5:29 p.m.
NEDg Description generation batch_69ff6fb61144819085460226d406161d completed May 9, 2026, 5:32 p.m.
NED2 Entity disambiguation (via description) batch_69ff705b1ea08190bf08b99c19715e57 completed May 9, 2026, 5:35 p.m.
Created at: April 10, 2026, 4:44 a.m.