Triple

T15929970
Position Surface form Disambiguated ID Type / Status
Subject Fort Worth Alliance Airport E386297 entity
Predicate operatedBy P86 FINISHED
Object Alliance Air Services
Alliance Air Services is an aviation company responsible for managing and operating Fort Worth Alliance Airport, a major cargo and industrial aviation hub in Texas.
 E1185007 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: Alliance Air Services | Statement: [Fort Worth Alliance Airport, operatedBy, Alliance Air Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Alliance Air Services
Context triple: [Fort Worth Alliance Airport, operatedBy, Alliance Air Services]
  • A. Alliance Air
    Alliance Air is an Indian regional airline that operates domestic flights connecting smaller cities and towns, often serving as a feeder carrier to larger national airlines.
  • B. Suparna Airlines
    Suparna Airlines is a Chinese cargo and passenger airline, formerly known as Yangtze River Express, operating domestic and international routes with a focus on freight services.
  • C. Orient Airways
    Orient Airways was a pioneering South Asian airline that later evolved into Pakistan International Airlines, the national flag carrier of Pakistan.
  • D. Jat Airways
    Jat Airways was the former national airline of Serbia and Yugoslavia, operating regional and international flights before being rebranded as Air Serbia.
  • E. Alliance Airlines
    Alliance Airlines is an Australian regional and charter airline that operates passenger and fly-in fly-out services across domestic routes.
  • 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: Alliance Air Services
Triple: [Fort Worth Alliance Airport, operatedBy, Alliance Air Services]
Generated description
Alliance Air Services is an aviation company responsible for managing and operating Fort Worth Alliance Airport, a major cargo and industrial aviation hub in Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Alliance Air Services
Target entity description: Alliance Air Services is an aviation company responsible for managing and operating Fort Worth Alliance Airport, a major cargo and industrial aviation hub in Texas.
  • A. Alliance Air
    Alliance Air is an Indian regional airline that operates domestic flights connecting smaller cities and towns, often serving as a feeder carrier to larger national airlines.
  • B. Suparna Airlines
    Suparna Airlines is a Chinese cargo and passenger airline, formerly known as Yangtze River Express, operating domestic and international routes with a focus on freight services.
  • C. Orient Airways
    Orient Airways was a pioneering South Asian airline that later evolved into Pakistan International Airlines, the national flag carrier of Pakistan.
  • D. Jat Airways
    Jat Airways was the former national airline of Serbia and Yugoslavia, operating regional and international flights before being rebranded as Air Serbia.
  • E. Alliance Airlines
    Alliance Airlines is an Australian regional and charter airline that operates passenger and fly-in fly-out services across domestic routes.
  • 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_69d86da750008190987eb26be3f6c118 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e156a45d088190b365f05161e7d409 completed April 16, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffb5b2a8888190824f2252b65920f2 completed May 9, 2026, 10:31 p.m.
NEDg Description generation batch_69ffb677927c8190bd45e7bae5fcf1ed completed May 9, 2026, 10:34 p.m.
NED2 Entity disambiguation (via description) batch_69ffb7468fb88190a56cf1df5bd20f63 completed May 9, 2026, 10:37 p.m.
Created at: April 10, 2026, 4:52 a.m.