Triple

T15571945
Position Surface form Disambiguated ID Type / Status
Subject Tepic International Airport E374264 entity
Predicate hasIATACode P2569 FINISHED
Object TPQ
TPQ is the IATA airport code for Tepic International Airport, which serves the city of Tepic in the Mexican state of Nayarit.
E1165227 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: TPQ | Statement: [Tepic International Airport, hasIATACode, TPQ]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: TPQ
Context triple: [Tepic International Airport, hasIATACode, TPQ]
  • A. TQG
    "TQG" is a 2023 reggaeton-pop collaboration between Shakira and Karol G known for its themes of empowerment and post-breakup resilience.
  • B. TQO
    TQO is the IATA airport code for Tulum International Airport, a commercial airport serving the Tulum region in Quintana Roo, Mexico.
  • C. TKQ
    TKQ is the IATA airport code for Kigoma Airport in western Tanzania, serving the town of Kigoma on Lake Tanganyika.
  • D. PATQ
    PATQ is the ICAO airport code for Atqasuk Edward Burnell Sr. Memorial Airport, a public airport serving the community of Atqasuk in Alaska, United States.
  • E. TAQ
    TAQ is the station code for Tasqueña, a major terminal station on Mexico City’s Metro system.
  • 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: TPQ
Triple: [Tepic International Airport, hasIATACode, TPQ]
Generated description
TPQ is the IATA airport code for Tepic International Airport, which serves the city of Tepic in the Mexican state of Nayarit.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: TPQ
Target entity description: TPQ is the IATA airport code for Tepic International Airport, which serves the city of Tepic in the Mexican state of Nayarit.
  • A. TQG
    "TQG" is a 2023 reggaeton-pop collaboration between Shakira and Karol G known for its themes of empowerment and post-breakup resilience.
  • B. TQO
    TQO is the IATA airport code for Tulum International Airport, a commercial airport serving the Tulum region in Quintana Roo, Mexico.
  • C. TKQ
    TKQ is the IATA airport code for Kigoma Airport in western Tanzania, serving the town of Kigoma on Lake Tanganyika.
  • D. PATQ
    PATQ is the ICAO airport code for Atqasuk Edward Burnell Sr. Memorial Airport, a public airport serving the community of Atqasuk in Alaska, United States.
  • E. TAQ
    TAQ is the station code for Tasqueña, a major terminal station on Mexico City’s Metro system.
  • 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_69d85ccd575081908909b71a3f3e3a61 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e2025888190a2b6240296bba13e completed April 16, 2026, 2:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff4c4767e48190a180062688cdc245 completed May 9, 2026, 3:01 p.m.
NEDg Description generation batch_69ff507a84c081909ab592497be644fb completed May 9, 2026, 3:19 p.m.
NED2 Entity disambiguation (via description) batch_69ff50f653f48190ae5bd6fcb5665041 completed May 9, 2026, 3:21 p.m.
Created at: April 10, 2026, 4:10 a.m.