Triple

T2935828
Position Surface form Disambiguated ID Type / Status
Subject 412th Medical Group E79263 entity
Predicate hasAbbreviation P43 FINISHED
Object 412 MDG
412 MDG is the medical group responsible for providing healthcare services and support to personnel and beneficiaries at Edwards Air Force Base.
 E311507 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: 412 MDG | Statement: [412th Medical Group, hasAbbreviation, 412 MDG]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 412 MDG
Context triple: [412th Medical Group, hasAbbreviation, 412 MDG]
  • A. MDC
    MDC is a Zimbabwean opposition political party known as the Movement for Democratic Change, which has played a major role in challenging the long-standing rule of ZANU–PF.
  • B. Manda
    Manda is a lesser-known Dravidian language spoken by tribal communities in parts of eastern India, particularly in Odisha.
  • C. MDW
    MDW is the IATA airport code for Chicago Midway International Airport, a major commercial airport serving the Chicago metropolitan area in Illinois, USA.
  • D. Motigbana
    Motigbana is a popular Afrobeats single by Nigerian rapper and singer Olamide, known for its catchy rhythm and street-inspired lyrics.
  • E. Mangina
    Mangina is a town in North Kivu Province in the eastern Democratic Republic of the Congo that gained international attention as a focal point of the 2018–2020 Kivu Ebola epidemic.
  • 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: 412 MDG
Triple: [412th Medical Group, hasAbbreviation, 412 MDG]
Generated description
412 MDG is the medical group responsible for providing healthcare services and support to personnel and beneficiaries at Edwards Air Force Base.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 412 MDG
Target entity description: 412 MDG is the medical group responsible for providing healthcare services and support to personnel and beneficiaries at Edwards Air Force Base.
  • A. MDC
    MDC is a Zimbabwean opposition political party known as the Movement for Democratic Change, which has played a major role in challenging the long-standing rule of ZANU–PF.
  • B. Manda
    Manda is a lesser-known Dravidian language spoken by tribal communities in parts of eastern India, particularly in Odisha.
  • C. MDW
    MDW is the IATA airport code for Chicago Midway International Airport, a major commercial airport serving the Chicago metropolitan area in Illinois, USA.
  • D. Motigbana
    Motigbana is a popular Afrobeats single by Nigerian rapper and singer Olamide, known for its catchy rhythm and street-inspired lyrics.
  • E. Mangina
    Mangina is a town in North Kivu Province in the eastern Democratic Republic of the Congo that gained international attention as a focal point of the 2018–2020 Kivu Ebola epidemic.
  • 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_69ad8b0fbab081908f6a61567c045d8d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad983df5e08190939cd8acf8ad5b55 completed March 8, 2026, 3:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69b0867edf3481909c5fa9d02c5f11b3 completed March 10, 2026, 9 p.m.
NEDg Description generation batch_69b0d66e4c188190a6f41593884080e8 completed March 11, 2026, 2:41 a.m.
NED2 Entity disambiguation (via description) batch_69b0d6abef8c81908d593c39e3824c77 completed March 11, 2026, 2:42 a.m.
Created at: March 8, 2026, 2:56 p.m.