Triple

T21512265
Position Surface form Disambiguated ID Type / Status
Subject Gao International Airport E530755 entity
Predicate hasIATACode P2569 FINISHED
Object GAQ
GAQ is the IATA airport code for Gao International Airport, a public airport serving the city of Gao in Mali.
 E1487785 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: GAQ | Statement: [Gao International Airport, hasIATACode, GAQ]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: GAQ
Context triple: [Gao International Airport, hasIATACode, GAQ]
  • A. Ask 4 Me
    "Ask 4 Me" is a track by The Game from his 2019 studio album "Born 2 Rap."
  • B. Question Me an Answer
    "Question Me an Answer" is a musical number featured in the 1973 film adaptation of "Lost Horizon."
  • C. Ask
    Ask is a small village located in the municipality of Ringerike in Buskerud county, Norway.
  • D. Ask
    Ask was a rebranded version of the Ask Jeeves web search engine, offering general internet search services.
  • E. Ask
    Ask is a village in Vestland county, Norway, situated on the island of Askøy near the city of Bergen.
  • 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: GAQ
Triple: [Gao International Airport, hasIATACode, GAQ]
Generated description
GAQ is the IATA airport code for Gao International Airport, a public airport serving the city of Gao in Mali.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: GAQ
Target entity description: GAQ is the IATA airport code for Gao International Airport, a public airport serving the city of Gao in Mali.
  • A. Ask 4 Me
    "Ask 4 Me" is a track by The Game from his 2019 studio album "Born 2 Rap."
  • B. Question Me an Answer
    "Question Me an Answer" is a musical number featured in the 1973 film adaptation of "Lost Horizon."
  • C. Ask
    Ask is a small village located in the municipality of Ringerike in Buskerud county, Norway.
  • D. Ask
    Ask was a rebranded version of the Ask Jeeves web search engine, offering general internet search services.
  • E. Ask
    Ask is a village in Vestland county, Norway, situated on the island of Askøy near the city of Bergen.
  • 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_69e0c45c81f08190a6b8bbb70a45aae7 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69e9ea8779c081908171c58d345d54ae completed April 23, 2026, 9:46 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09e145ac5c8190a05cc2a80d28cac3 completed May 17, 2026, 3:39 p.m.
NEDg Description generation batch_6a09e1fc4f7881909e198768cdb43747 completed May 17, 2026, 3:42 p.m.
NED2 Entity disambiguation (via description) batch_6a09e2c86858819092216c12d8aa3348 completed May 17, 2026, 3:46 p.m.
Created at: April 16, 2026, 6:25 p.m.