Triple

T10665795
Position Surface form Disambiguated ID Type / Status
Subject Almaty International Airport E251354 entity
Predicate ICAOcode P419 FINISHED
Object UAAA
UAAA is the ICAO airport code for Almaty International Airport, the main air gateway to Almaty, Kazakhstan.
 E876706 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: UAAA | Statement: [Almaty International Airport, ICAOcode, UAAA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: UAAA
Context triple: [Almaty International Airport, ICAOcode, UAAA]
  • A. AArU
    AArU is a regional organization that brings together universities from Arab countries to promote cooperation, coordination, and development in higher education and research.
  • B. AUU
    AUU is the IATA airport code for Aurukun Airport, which serves the remote community of Aurukun in Queensland, Australia.
  • C. AAAA
    AAAA is the commonly used acronym for the Addis Ababa Action Agenda, a global framework adopted in 2015 to guide financing for sustainable development.
  • D. URAA
    URAA is a United States federal law that implemented the results of the Uruguay Round of the General Agreement on Tariffs and Trade, establishing U.S. participation in the World Trade Organization and revising trade and intellectual property rules.
  • E. AAA
    AAA was a New Deal-era U.S. government agency created to regulate agricultural production and stabilize farm prices during the Great Depression.
  • 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: UAAA
Triple: [Almaty International Airport, ICAOcode, UAAA]
Generated description
UAAA is the ICAO airport code for Almaty International Airport, the main air gateway to Almaty, Kazakhstan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: UAAA
Target entity description: UAAA is the ICAO airport code for Almaty International Airport, the main air gateway to Almaty, Kazakhstan.
  • A. AArU
    AArU is a regional organization that brings together universities from Arab countries to promote cooperation, coordination, and development in higher education and research.
  • B. AUU
    AUU is the IATA airport code for Aurukun Airport, which serves the remote community of Aurukun in Queensland, Australia.
  • C. AAAA
    AAAA is the commonly used acronym for the Addis Ababa Action Agenda, a global framework adopted in 2015 to guide financing for sustainable development.
  • D. URAA
    URAA is a United States federal law that implemented the results of the Uruguay Round of the General Agreement on Tariffs and Trade, establishing U.S. participation in the World Trade Organization and revising trade and intellectual property rules.
  • E. AAA
    AAA was a New Deal-era U.S. government agency created to regulate agricultural production and stabilize farm prices during the Great Depression.
  • 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_69d6aa5b0d2881909584b20efc5877f0 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6f31f87748190bb44db8afa901763 completed April 9, 2026, 12:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69d97a9566e08190a92b49ce73963078 completed April 10, 2026, 10:32 p.m.
NEDg Description generation batch_69d97cc2b66c8190909a23927fbe3af5 completed April 10, 2026, 10:42 p.m.
NED2 Entity disambiguation (via description) batch_69d97e189800819087bf6af15b2370a2 completed April 10, 2026, 10:47 p.m.
Created at: April 8, 2026, 9:08 p.m.