Triple

T15823308
Position Surface form Disambiguated ID Type / Status
Subject Mudgee Airport E383666 entity
Predicate ICAOCode P419 FINISHED
Object YMDG
YMDG is the ICAO airport code assigned to Mudgee Airport in New South Wales, Australia.
E1178078 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: YMDG | Statement: [Mudgee Airport, ICAOCode, YMDG]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: YMDG
Context triple: [Mudgee Airport, ICAOCode, YMDG]
  • A. GYD
    GYD is the official currency code for the Guyanese dollar, the national currency of Guyana.
  • B. DPMG
    DPMG is the abbreviated title for the second-highest executive officer in the United States Postal Service, ranking just below the Postmaster General.
  • C. DY
    DY is a UK postcode area in the West Midlands region, covering towns such as Dudley and surrounding districts.
  • D. DY
    DY is the IATA airline designator used by Norwegian Air Shuttle, a major low-cost carrier based in Norway.
  • E. DGN
    DGN is a public high school in Downers Grove, Illinois, known for its strong academics, extracurricular programs, and community involvement.
  • 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: YMDG
Triple: [Mudgee Airport, ICAOCode, YMDG]
Generated description
YMDG is the ICAO airport code assigned to Mudgee Airport in New South Wales, Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: YMDG
Target entity description: YMDG is the ICAO airport code assigned to Mudgee Airport in New South Wales, Australia.
  • A. GYD
    GYD is the official currency code for the Guyanese dollar, the national currency of Guyana.
  • B. DPMG
    DPMG is the abbreviated title for the second-highest executive officer in the United States Postal Service, ranking just below the Postmaster General.
  • C. DY
    DY is a UK postcode area in the West Midlands region, covering towns such as Dudley and surrounding districts.
  • D. DY
    DY is the IATA airline designator used by Norwegian Air Shuttle, a major low-cost carrier based in Norway.
  • E. DGN
    DGN is a public high school in Downers Grove, Illinois, known for its strong academics, extracurricular programs, and community involvement.
  • 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_69d86da34c888190976e06c4019d415a completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e0c4a96b848190845cf547034a24f2 completed April 16, 2026, 11:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff999bba548190a39adc2d0e11c605 completed May 9, 2026, 8:31 p.m.
NEDg Description generation batch_69ff9a56d43c8190819deb48d59e16cb completed May 9, 2026, 8:34 p.m.
NED2 Entity disambiguation (via description) batch_69ff9acbd2b481908b9d415e26d0db81 completed May 9, 2026, 8:36 p.m.
Created at: April 10, 2026, 4:49 a.m.