Triple

T5083880
Position Surface form Disambiguated ID Type / Status
Subject Wagga Wagga Airport E114587 entity
Predicate hasICAOcode P419 FINISHED
Object YSWG
YSWG is the ICAO airport code for Wagga Wagga Airport, a regional airport serving Wagga Wagga in New South Wales, Australia.
 E492716 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: YSWG | Statement: [Wagga Wagga Airport, hasICAOcode, YSWG]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: YSWG
Context triple: [Wagga Wagga Airport, hasICAOcode, YSWG]
  • A. YWG
    YWG is the IATA airport code for Winnipeg James Armstrong Richardson International Airport, the primary commercial airport serving Winnipeg, Manitoba, Canada.
  • B. CYWG
    CYWG is the ICAO airport code for Winnipeg James Armstrong Richardson International Airport, the primary commercial airport serving Winnipeg, Manitoba, Canada.
  • C. WEOG
    WEOG is the United Nations’ regional group for Western European and other like-minded states, used primarily for consultations and the allocation of seats in UN bodies.
  • D. WUG
    WUG is the vehicle registration code for the Weißenburg-Gunzenhausen district in Middle Franconia, Bavaria, Germany.
  • E. YOW
    YOW is the three-letter IATA airport code for Ottawa Macdonald–Cartier International Airport, the primary airport serving Canada’s capital city, Ottawa.
  • 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: YSWG
Triple: [Wagga Wagga Airport, hasICAOcode, YSWG]
Generated description
YSWG is the ICAO airport code for Wagga Wagga Airport, a regional airport serving Wagga Wagga in New South Wales, Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: YSWG
Target entity description: YSWG is the ICAO airport code for Wagga Wagga Airport, a regional airport serving Wagga Wagga in New South Wales, Australia.
  • A. YWG
    YWG is the IATA airport code for Winnipeg James Armstrong Richardson International Airport, the primary commercial airport serving Winnipeg, Manitoba, Canada.
  • B. CYWG
    CYWG is the ICAO airport code for Winnipeg James Armstrong Richardson International Airport, the primary commercial airport serving Winnipeg, Manitoba, Canada.
  • C. WEOG
    WEOG is the United Nations’ regional group for Western European and other like-minded states, used primarily for consultations and the allocation of seats in UN bodies.
  • D. WUG
    WUG is the vehicle registration code for the Weißenburg-Gunzenhausen district in Middle Franconia, Bavaria, Germany.
  • E. YOW
    YOW is the three-letter IATA airport code for Ottawa Macdonald–Cartier International Airport, the primary airport serving Canada’s capital city, Ottawa.
  • 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_69bd443e941881908eb4e8c685b6f656 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd7517af308190bab5507a9344bf68 completed March 20, 2026, 4:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69beb135912c81909dd32d21b604e1b1 completed March 21, 2026, 2:54 p.m.
NEDg Description generation batch_69beb3ea65b081908efa86e273f50da9 completed March 21, 2026, 3:06 p.m.
NED2 Entity disambiguation (via description) batch_69beb44cd56c81909faf4c6485169315 completed March 21, 2026, 3:07 p.m.
Created at: March 20, 2026, 1:39 p.m.