Triple

T19651944
Position Surface form Disambiguated ID Type / Status
Subject 316th Medical Group E471834 entity
Predicate hasAbbreviation P43 FINISHED
Object 316 MDG
316 MDG is a U.S. Air Force medical unit that provides healthcare services and medical readiness support to personnel and beneficiaries at Joint Base Andrews and the surrounding military community.
E1388790 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: 316 MDG | Statement: [316th Medical Group, hasAbbreviation, 316 MDG]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 316 MDG
Context triple: [316th Medical Group, hasAbbreviation, 316 MDG]
  • A. 36 MDG
    36 MDG is a U.S. Air Force medical unit that provides healthcare services and medical readiness support, typically for personnel and families at Andersen Air Force Base in Guam.
  • B. 35 MDG
    35 MDG is a U.S. Air Force medical unit that provides healthcare services and medical readiness support to personnel and families at Misawa Air Base in Japan.
  • C. 412 MDG
    412 MDG is the medical group responsible for providing healthcare services and support to personnel and beneficiaries at Edwards Air Force Base.
  • D. 377 MDG
    377 MDG is a U.S. Air Force medical unit that provides healthcare services and medical readiness support, likely associated with the 377th Air Base Wing at Kirtland Air Force Base.
  • E. MDG
    MDG is a Norwegian political party focused on environmentalism, social justice, and sustainable development.
  • 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: 316 MDG
Triple: [316th Medical Group, hasAbbreviation, 316 MDG]
Generated description
316 MDG is a U.S. Air Force medical unit that provides healthcare services and medical readiness support to personnel and beneficiaries at Joint Base Andrews and the surrounding military community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 316 MDG
Target entity description: 316 MDG is a U.S. Air Force medical unit that provides healthcare services and medical readiness support to personnel and beneficiaries at Joint Base Andrews and the surrounding military community.
  • A. 36 MDG
    36 MDG is a U.S. Air Force medical unit that provides healthcare services and medical readiness support, typically for personnel and families at Andersen Air Force Base in Guam.
  • B. 35 MDG
    35 MDG is a U.S. Air Force medical unit that provides healthcare services and medical readiness support to personnel and families at Misawa Air Base in Japan.
  • C. 412 MDG
    412 MDG is the medical group responsible for providing healthcare services and support to personnel and beneficiaries at Edwards Air Force Base.
  • D. 377 MDG
    377 MDG is a U.S. Air Force medical unit that provides healthcare services and medical readiness support, likely associated with the 377th Air Base Wing at Kirtland Air Force Base.
  • E. MDG
    MDG is a Norwegian political party focused on environmentalism, social justice, and sustainable development.
  • 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_69d8e51395348190ac1416d46dfc6db0 completed April 10, 2026, 11:54 a.m.
NER Named-entity recognition batch_69e64141f61c819098fe148581fb1747 completed April 20, 2026, 3:07 p.m.
NED1 Entity disambiguation (via context triple) batch_6a077eef87108190a3858836dce29341 completed May 15, 2026, 8:15 p.m.
NEDg Description generation batch_6a077fb5d7288190a691e312ec22789b completed May 15, 2026, 8:19 p.m.
NED2 Entity disambiguation (via description) batch_6a07810b1de88190a2516712767fde52 completed May 15, 2026, 8:24 p.m.
Created at: April 10, 2026, 1:44 p.m.