Triple

T20507609
Position Surface form Disambiguated ID Type / Status
Subject Malmstrom Air Force Base E503473 entity
Predicate hasMedicalFacility P10262 FINISHED
Object 341st Medical Group clinic
The 341st Medical Group clinic is a U.S. Air Force medical facility that provides healthcare services to military personnel, their families, and eligible beneficiaries at Malmstrom Air Force Base in Montana.
 E1434544 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: 341st Medical Group clinic | Statement: [Malmstrom Air Force Base, hasMedicalFacility, 341st Medical Group clinic]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 341st Medical Group clinic
Context triple: [Malmstrom Air Force Base, hasMedicalFacility, 341st Medical Group clinic]
  • A. 412th Medical Group
    The 412th Medical Group is a U.S. Air Force medical unit that provides healthcare services and medical support to personnel and missions associated with the 412th Test Wing at Edwards Air Force Base.
  • B. 316th Medical Group
    The 316th Medical Group is a U.S. Air Force medical unit that provides healthcare services and medical readiness support to personnel and missions associated with the 316th Wing.
  • C. 31st Medical Group
    The 31st Medical Group is a U.S. Air Force medical unit that provides healthcare services and medical readiness support to personnel and operations of the 31st Fighter Wing.
  • D. 113th Medical Group
    The 113th Medical Group is the medical support unit of the District of Columbia Air National Guard’s 113th Wing, providing healthcare, readiness, and medical services to its airmen.
  • E. 354th Medical Group
    The 354th Medical Group is a U.S. Air Force medical unit that provides healthcare services and medical support to personnel and operations of the 354th 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: 341st Medical Group clinic
Triple: [Malmstrom Air Force Base, hasMedicalFacility, 341st Medical Group clinic]
Generated description
The 341st Medical Group clinic is a U.S. Air Force medical facility that provides healthcare services to military personnel, their families, and eligible beneficiaries at Malmstrom Air Force Base in Montana.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 341st Medical Group clinic
Target entity description: The 341st Medical Group clinic is a U.S. Air Force medical facility that provides healthcare services to military personnel, their families, and eligible beneficiaries at Malmstrom Air Force Base in Montana.
  • A. 412th Medical Group
    The 412th Medical Group is a U.S. Air Force medical unit that provides healthcare services and medical support to personnel and missions associated with the 412th Test Wing at Edwards Air Force Base.
  • B. 316th Medical Group
    The 316th Medical Group is a U.S. Air Force medical unit that provides healthcare services and medical readiness support to personnel and missions associated with the 316th Wing.
  • C. 31st Medical Group
    The 31st Medical Group is a U.S. Air Force medical unit that provides healthcare services and medical readiness support to personnel and operations of the 31st Fighter Wing.
  • D. 113th Medical Group
    The 113th Medical Group is the medical support unit of the District of Columbia Air National Guard’s 113th Wing, providing healthcare, readiness, and medical services to its airmen.
  • E. 354th Medical Group
    The 354th Medical Group is a U.S. Air Force medical unit that provides healthcare services and medical support to personnel and operations of the 354th 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_69e0b4b1e52c8190894281cf7e3283ab completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e69dc8f3c881908ed2e0257a057e73 completed April 20, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0893c3839c8190aa20c6644a089a0b completed May 16, 2026, 3:56 p.m.
NEDg Description generation batch_6a089557444c819080d70a64596900f5 completed May 16, 2026, 4:03 p.m.
NED2 Entity disambiguation (via description) batch_6a0895de2b04819096246c63c3db5513 completed May 16, 2026, 4:05 p.m.
Created at: April 16, 2026, 11:36 a.m.