Triple

T6858293
Position Surface form Disambiguated ID Type / Status
Subject Marion, Ohio, United States E158206 entity
Predicate hasTransportation P105 FINISHED
Object Marion Municipal Airport
Marion Municipal Airport is a public general aviation airport serving the city of Marion and surrounding communities in north-central Ohio.
E627592 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: Marion Municipal Airport | Statement: [Marion, Ohio, United States, hasTransportation, Marion Municipal Airport]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marion Municipal Airport
Context triple: [Marion, Ohio, United States, hasTransportation, Marion Municipal Airport]
  • A. Martin State Airport
    Martin State Airport is a public airport and joint civil-military aviation facility located near Baltimore, Maryland.
  • B. J. F. Mitchell Airport
    J. F. Mitchell Airport is the small regional airport serving the island of Bequia in Saint Vincent and the Grenadines, handling mainly inter-island and charter flights.
  • C. Ellis Municipal Airport
    Ellis Municipal Airport is a small public-use airfield serving general aviation needs for the community of Ellis in western Kansas.
  • D. A. L. Mangham Jr. Regional Airport
    A. L. Mangham Jr. Regional Airport is a public regional airport serving the city of Nacogdoches and the surrounding area in East Texas.
  • E. Perry-Foley Airport
    Perry-Foley Airport is a public airport serving the city of Perry and surrounding areas in Taylor County, 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: Marion Municipal Airport
Triple: [Marion, Ohio, United States, hasTransportation, Marion Municipal Airport]
Generated description
Marion Municipal Airport is a public general aviation airport serving the city of Marion and surrounding communities in north-central Ohio.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marion Municipal Airport
Target entity description: Marion Municipal Airport is a public general aviation airport serving the city of Marion and surrounding communities in north-central Ohio.
  • A. Martin State Airport
    Martin State Airport is a public airport and joint civil-military aviation facility located near Baltimore, Maryland.
  • B. J. F. Mitchell Airport
    J. F. Mitchell Airport is the small regional airport serving the island of Bequia in Saint Vincent and the Grenadines, handling mainly inter-island and charter flights.
  • C. Ellis Municipal Airport
    Ellis Municipal Airport is a small public-use airfield serving general aviation needs for the community of Ellis in western Kansas.
  • D. A. L. Mangham Jr. Regional Airport
    A. L. Mangham Jr. Regional Airport is a public regional airport serving the city of Nacogdoches and the surrounding area in East Texas.
  • E. Perry-Foley Airport
    Perry-Foley Airport is a public airport serving the city of Perry and surrounding areas in Taylor County, 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_69c68830cdbc8190a8301c7a9d9f651a completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d8720bd48190adb446130a03d2bf completed March 27, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c748b977948190b60a85b93d61794a completed March 28, 2026, 3:19 a.m.
NEDg Description generation batch_69c749d4b088819095f991f976592d04 completed March 28, 2026, 3:24 a.m.
NED2 Entity disambiguation (via description) batch_69c74aab12988190bd23cfcc06c55cde completed March 28, 2026, 3:27 a.m.
Created at: March 27, 2026, 2:21 p.m.