Triple

T14735673
Position Surface form Disambiguated ID Type / Status
Subject Ramstein Air Base E346199 entity
Predicate hosts P186 FINISHED
Object 86th Medical Group facilities
The 86th Medical Group facilities are U.S. Air Force medical treatment centers that provide comprehensive healthcare services to military personnel, their families, and other eligible beneficiaries stationed in the Ramstein area.
E1117764 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: 86th Medical Group facilities | Statement: [Ramstein Air Base, hosts, 86th Medical Group facilities]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 86th Medical Group facilities
Context triple: [Ramstein Air Base, hosts, 86th Medical Group facilities]
  • A. 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.
  • B. 36th Medical Group
    The 36th Medical Group is a U.S. Air Force medical unit that provides healthcare services and medical readiness support to personnel and families assigned to Andersen Air Force Base in Guam.
  • C. 6th Medical Group
    The 6th Medical Group is a United States Air Force medical unit that provides healthcare services and medical readiness support to personnel and missions associated with MacDill Air Force Base.
  • D. 167th Medical Group
    The 167th Medical Group is the medical support unit of the 167th Airlift Wing, providing healthcare services and medical readiness support to its Air National Guard personnel.
  • E. 176th Medical Group
    The 176th Medical Group is the medical support unit of the 176th Wing, providing healthcare services, medical readiness, and support to its Air National Guard personnel.
  • 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: 86th Medical Group facilities
Triple: [Ramstein Air Base, hosts, 86th Medical Group facilities]
Generated description
The 86th Medical Group facilities are U.S. Air Force medical treatment centers that provide comprehensive healthcare services to military personnel, their families, and other eligible beneficiaries stationed in the Ramstein area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 86th Medical Group facilities
Target entity description: The 86th Medical Group facilities are U.S. Air Force medical treatment centers that provide comprehensive healthcare services to military personnel, their families, and other eligible beneficiaries stationed in the Ramstein area.
  • A. 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.
  • B. 36th Medical Group
    The 36th Medical Group is a U.S. Air Force medical unit that provides healthcare services and medical readiness support to personnel and families assigned to Andersen Air Force Base in Guam.
  • C. 6th Medical Group
    The 6th Medical Group is a United States Air Force medical unit that provides healthcare services and medical readiness support to personnel and missions associated with MacDill Air Force Base.
  • D. 167th Medical Group
    The 167th Medical Group is the medical support unit of the 167th Airlift Wing, providing healthcare services and medical readiness support to its Air National Guard personnel.
  • E. 176th Medical Group
    The 176th Medical Group is the medical support unit of the 176th Wing, providing healthcare services, medical readiness, and support to its Air National Guard personnel.
  • 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_69d822e6f1c88190bc494d491a907114 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dec73114cc819088e1101b689fc70b completed April 14, 2026, 11:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdfb8e0d488190851d73b75ba4c0a6 completed May 8, 2026, 3:04 p.m.
NEDg Description generation batch_69fe0091cea48190a473f8602b05fe7c completed May 8, 2026, 3:26 p.m.
NED2 Entity disambiguation (via description) batch_69fe010ab2b88190a1099ebba77d4d8b completed May 8, 2026, 3:28 p.m.
Created at: April 10, 2026, 1:29 a.m.