Triple

T14188748
Position Surface form Disambiguated ID Type / Status
Subject Ludington, Michigan E351651 entity
Predicate hasAirport P105 FINISHED
Object Mason County Airport
Mason County Airport is a public airport serving the Ludington area in Mason County, Michigan, providing general aviation services to the region.
E1091583 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: Mason County Airport | Statement: [Ludington, Michigan, hasAirport, Mason County Airport]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mason County Airport
Context triple: [Ludington, Michigan, hasAirport, Mason County Airport]
  • A. Grant County Airport
    Grant County Airport is a public airport serving the city of Petersburg and the surrounding region in Grant County, West Virginia.
  • B. Pike County Regional Airport
    Pike County Regional Airport is a public airport serving the city of Pikeville and the surrounding region in eastern Kentucky, providing general aviation and limited commercial services.
  • C. Greene County Airport
    Greene County Airport is a public-use airport serving the Waynesburg area in Greene County, Pennsylvania, primarily accommodating general aviation.
  • D. Vermilion County Airport
    Vermilion County Airport is a public-use airport serving general aviation needs for Danville and the surrounding Vermilion County region in Illinois.
  • E. Moore County Airport
    Moore County Airport is a public airport serving the Pinehurst area of North Carolina, primarily accommodating general aviation and visitors to the region’s golf resorts.
  • 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: Mason County Airport
Triple: [Ludington, Michigan, hasAirport, Mason County Airport]
Generated description
Mason County Airport is a public airport serving the Ludington area in Mason County, Michigan, providing general aviation services to the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mason County Airport
Target entity description: Mason County Airport is a public airport serving the Ludington area in Mason County, Michigan, providing general aviation services to the region.
  • A. Grant County Airport
    Grant County Airport is a public airport serving the city of Petersburg and the surrounding region in Grant County, West Virginia.
  • B. Pike County Regional Airport
    Pike County Regional Airport is a public airport serving the city of Pikeville and the surrounding region in eastern Kentucky, providing general aviation and limited commercial services.
  • C. Greene County Airport
    Greene County Airport is a public-use airport serving the Waynesburg area in Greene County, Pennsylvania, primarily accommodating general aviation.
  • D. Vermilion County Airport
    Vermilion County Airport is a public-use airport serving general aviation needs for Danville and the surrounding Vermilion County region in Illinois.
  • E. Moore County Airport
    Moore County Airport is a public airport serving the Pinehurst area of North Carolina, primarily accommodating general aviation and visitors to the region’s golf resorts.
  • 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_69d827894ac0819097803e57f3227b23 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de61de509881908967ef5031f2a8d9 completed April 14, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd3d0a172c819096874f1bdd290cbb completed May 8, 2026, 1:31 a.m.
NEDg Description generation batch_69fd3edf42788190b50b1144a7de41df completed May 8, 2026, 1:39 a.m.
NED2 Entity disambiguation (via description) batch_69fd3fbd931081908ba0b1838d9be49c completed May 8, 2026, 1:43 a.m.
Created at: April 10, 2026, 1:03 a.m.