Triple

T11024935
Position Surface form Disambiguated ID Type / Status
Subject Hereford, Texas E260593 entity
Predicate hasAirport P105 FINISHED
Object Hereford Municipal Airport
Hereford Municipal Airport is a public-use general aviation airport serving the city of Hereford in Deaf Smith County, Texas.
E900490 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: Hereford Municipal Airport | Statement: [Hereford, Texas, hasAirport, Hereford Municipal Airport]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hereford Municipal Airport
Context triple: [Hereford, Texas, hasAirport, Hereford Municipal Airport]
  • A. Tipton Airport
    Tipton Airport is a public general aviation airport in Maryland that primarily serves local and regional air traffic for the surrounding Howard County area.
  • B. Calvada Meadows Airport
    Calvada Meadows Airport is a small public-use general aviation airport serving the community of Pahrump in Nye County, Nevada.
  • C. Chester Hawarden Airport
    Chester Hawarden Airport is a regional airport in northeast Wales that primarily serves general aviation and corporate flights, and is closely associated with Airbus aircraft manufacturing operations.
  • D. Vinton Veterans Memorial Airport
    Vinton Veterans Memorial Airport is a public-use airport serving the city of Vinton in Benton County, Iowa, primarily accommodating general aviation activities.
  • E. Greene County Airport
    Greene County Airport is a public-use airport serving the Waynesburg area in Greene County, Pennsylvania, primarily accommodating general aviation.
  • 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: Hereford Municipal Airport
Triple: [Hereford, Texas, hasAirport, Hereford Municipal Airport]
Generated description
Hereford Municipal Airport is a public-use general aviation airport serving the city of Hereford in Deaf Smith County, Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hereford Municipal Airport
Target entity description: Hereford Municipal Airport is a public-use general aviation airport serving the city of Hereford in Deaf Smith County, Texas.
  • A. Tipton Airport
    Tipton Airport is a public general aviation airport in Maryland that primarily serves local and regional air traffic for the surrounding Howard County area.
  • B. Calvada Meadows Airport
    Calvada Meadows Airport is a small public-use general aviation airport serving the community of Pahrump in Nye County, Nevada.
  • C. Chester Hawarden Airport
    Chester Hawarden Airport is a regional airport in northeast Wales that primarily serves general aviation and corporate flights, and is closely associated with Airbus aircraft manufacturing operations.
  • D. Vinton Veterans Memorial Airport
    Vinton Veterans Memorial Airport is a public-use airport serving the city of Vinton in Benton County, Iowa, primarily accommodating general aviation activities.
  • E. Greene County Airport
    Greene County Airport is a public-use airport serving the Waynesburg area in Greene County, Pennsylvania, primarily accommodating general aviation.
  • 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_69d6aa9687448190b28d353b1b6a610e completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d797bf78a48190a37b423812827d4e completed April 9, 2026, 12:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69e37523f8548190ad40fa76660232a8 completed April 18, 2026, 12:12 p.m.
NEDg Description generation batch_69e37ab860f48190808ba0076cfa9c98 completed April 18, 2026, 12:36 p.m.
NED2 Entity disambiguation (via description) batch_69e3864dd0d48190b3fd81381f5d7418 completed April 18, 2026, 1:25 p.m.
Created at: April 8, 2026, 9:25 p.m.