Triple

T14822625
Position Surface form Disambiguated ID Type / Status
Subject Khanty-Mansiysk Airport E348492 entity
Predicate IATAcode P418 FINISHED
Object HMA
HMA is the IATA airport code for Khanty-Mansiysk Airport, which serves the city of Khanty-Mansiysk in Russia.
 E1122895 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: HMA | Statement: [Khanty-Mansiysk Airport, IATAcode, HMA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: HMA
Context triple: [Khanty-Mansiysk Airport, IATAcode, HMA]
  • A. HMA
    HMA is a European network of national medicines regulatory authorities that collaborates to ensure the quality, safety, and efficacy of medicinal products across member states.
  • B. HMAAC
    HMAAC is a cultural institution in Houston dedicated to preserving, exhibiting, and promoting African American art, history, and culture.
  • C. H•A•M
    H•A•M is a hard-hitting, Lex Luger–produced hip-hop track by Jay-Z and Kanye West that showcases their aggressive, boastful lyricism and opulent Watch the Throne-era sound.
  • D. HAM
    HAM is the IATA airport code for Hamburg Airport, the international airport serving the city of Hamburg, Germany.
  • E. HAM
    HAM is the standard abbreviation used for the Canadian Football League team, the Hamilton Tiger-Cats.
  • 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: HMA
Triple: [Khanty-Mansiysk Airport, IATAcode, HMA]
Generated description
HMA is the IATA airport code for Khanty-Mansiysk Airport, which serves the city of Khanty-Mansiysk in Russia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: HMA
Target entity description: HMA is the IATA airport code for Khanty-Mansiysk Airport, which serves the city of Khanty-Mansiysk in Russia.
  • A. HMA
    HMA is a European network of national medicines regulatory authorities that collaborates to ensure the quality, safety, and efficacy of medicinal products across member states.
  • B. HMAAC
    HMAAC is a cultural institution in Houston dedicated to preserving, exhibiting, and promoting African American art, history, and culture.
  • C. H•A•M
    H•A•M is a hard-hitting, Lex Luger–produced hip-hop track by Jay-Z and Kanye West that showcases their aggressive, boastful lyricism and opulent Watch the Throne-era sound.
  • D. HAM
    HAM is the IATA airport code for Hamburg Airport, the international airport serving the city of Hamburg, Germany.
  • E. HAM
    HAM is the standard abbreviation used for the Canadian Football League team, the Hamilton Tiger-Cats.
  • 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_69d822eb8f588190bf53445e730a934f completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69decfe64328819083ce42704cf0602d completed April 14, 2026, 11:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe389d7c848190813be06bed7813d7 completed May 8, 2026, 7:25 p.m.
NEDg Description generation batch_69fe5bc7e6848190a243bcfccaea3a37 completed May 8, 2026, 9:55 p.m.
NED2 Entity disambiguation (via description) batch_69fe5c271c6c8190bb4127cdf8af6647 completed May 8, 2026, 9:56 p.m.
Created at: April 10, 2026, 1:51 a.m.