Triple

T12307461
Position Surface form Disambiguated ID Type / Status
Subject Apple Valley, California E293388 entity
Predicate hasAirport P105 FINISHED
Object Apple Valley Airport
Apple Valley Airport is a public general aviation airport serving the town of Apple Valley in San Bernardino County, California.
E989943 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: Apple Valley Airport | Statement: [Apple Valley, California, hasAirport, Apple Valley Airport]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Apple Valley Airport
Context triple: [Apple Valley, California, hasAirport, Apple Valley Airport]
  • A. Alva Regional Airport
    Alva Regional Airport is a public-use airport serving general aviation needs for the city of Alva and the surrounding region in northwestern Oklahoma.
  • B. Jack Brooks Regional Airport
    Jack Brooks Regional Airport is a public regional airport serving the Beaumont–Port Arthur area of Southeast Texas with commercial and general aviation services.
  • C. Lee Gilmer Memorial Airport
    Lee Gilmer Memorial Airport is a public general aviation airport serving the city of Gainesville in Hall County, Georgia.
  • D. Skyhaven Airport
    Skyhaven Airport is a public-use airport serving Johnson County, Missouri, primarily accommodating general aviation and local air traffic.
  • E. Lake City Gateway Airport
    Lake City Gateway Airport is a public airport serving general aviation and regional air traffic for the Lake City area in northern Florida.
  • 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: Apple Valley Airport
Triple: [Apple Valley, California, hasAirport, Apple Valley Airport]
Generated description
Apple Valley Airport is a public general aviation airport serving the town of Apple Valley in San Bernardino County, California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Apple Valley Airport
Target entity description: Apple Valley Airport is a public general aviation airport serving the town of Apple Valley in San Bernardino County, California.
  • A. Alva Regional Airport
    Alva Regional Airport is a public-use airport serving general aviation needs for the city of Alva and the surrounding region in northwestern Oklahoma.
  • B. Jack Brooks Regional Airport
    Jack Brooks Regional Airport is a public regional airport serving the Beaumont–Port Arthur area of Southeast Texas with commercial and general aviation services.
  • C. Lee Gilmer Memorial Airport
    Lee Gilmer Memorial Airport is a public general aviation airport serving the city of Gainesville in Hall County, Georgia.
  • D. Skyhaven Airport
    Skyhaven Airport is a public-use airport serving Johnson County, Missouri, primarily accommodating general aviation and local air traffic.
  • E. Lake City Gateway Airport
    Lake City Gateway Airport is a public airport serving general aviation and regional air traffic for the Lake City area in northern Florida.
  • 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_69d6ab6a2b50819082f6aedd32ed608a completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f01ace8819087f245b9216f4dc8 completed April 10, 2026, 6:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6555c73208190a8846a5db1a6802e completed May 2, 2026, 7:49 p.m.
NEDg Description generation batch_69f6566dccc0819085e059c7b0288f6c completed May 2, 2026, 7:54 p.m.
NED2 Entity disambiguation (via description) batch_69f65799ca588190b9f7a07f5c1a842c completed May 2, 2026, 7:59 p.m.
Created at: April 8, 2026, 9:53 p.m.