Triple

T19235764
Position Surface form Disambiguated ID Type / Status
Subject Grants Pass Airport E480988 entity
Predicate locatedIn P40 FINISHED
Object Grants Pass, Oregon metropolitan area
The Grants Pass, Oregon metropolitan area is a small regional hub in southwestern Oregon centered on the city of Grants Pass, known for its access to outdoor recreation along the Rogue River and surrounding forests.
 E335662 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: Grants Pass, Oregon metropolitan area | Statement: [Grants Pass Airport, locatedIn, Grants Pass, Oregon metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Grants Pass, Oregon metropolitan area
Context triple: [Grants Pass Airport, locatedIn, Grants Pass, Oregon metropolitan area]
  • A. Salem, Oregon metropolitan area
    The Salem, Oregon metropolitan area is a regional urban and economic hub in the Willamette Valley centered on the state capital of Salem and its surrounding communities.
  • B. Medford, Oregon Metropolitan Statistical Area
    The Medford, Oregon Metropolitan Statistical Area is a U.S. Census-defined region in southern Oregon centered on the city of Medford, encompassing surrounding communities for demographic and economic analysis.
  • C. Grants Pass, Oregon
    Grants Pass, Oregon is a small city in southwestern Oregon known as a gateway to the Rogue River and nearby outdoor recreation areas.
  • D. Roseburg, Oregon micropolitan area
    The Roseburg, Oregon micropolitan area is a small urban-centered region in southwestern Oregon anchored by the city of Roseburg and encompassing surrounding communities in Douglas County.
  • E. Eugene–Springfield metropolitan area
    The Eugene–Springfield metropolitan area is a population and economic center in western Oregon anchored by the cities of Eugene and Springfield.
  • 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: Grants Pass, Oregon metropolitan area
Triple: [Grants Pass Airport, locatedIn, Grants Pass, Oregon metropolitan area]
Generated description
The Grants Pass, Oregon metropolitan area is a small regional hub in southwestern Oregon centered on the city of Grants Pass, known for its access to outdoor recreation along the Rogue River and surrounding forests.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Grants Pass, Oregon metropolitan area
Target entity description: The Grants Pass, Oregon metropolitan area is a small regional hub in southwestern Oregon centered on the city of Grants Pass, known for its access to outdoor recreation along the Rogue River and surrounding forests.
  • A. Salem, Oregon metropolitan area
    The Salem, Oregon metropolitan area is a regional urban and economic hub in the Willamette Valley centered on the state capital of Salem and its surrounding communities.
  • B. Medford, Oregon Metropolitan Statistical Area
    The Medford, Oregon Metropolitan Statistical Area is a U.S. Census-defined region in southern Oregon centered on the city of Medford, encompassing surrounding communities for demographic and economic analysis.
  • C. Grants Pass, Oregon chosen
    Grants Pass, Oregon is a small city in southwestern Oregon known as a gateway to the Rogue River and nearby outdoor recreation areas.
  • D. Roseburg, Oregon micropolitan area
    The Roseburg, Oregon micropolitan area is a small urban-centered region in southwestern Oregon anchored by the city of Roseburg and encompassing surrounding communities in Douglas County.
  • E. Eugene–Springfield metropolitan area
    The Eugene–Springfield metropolitan area is a population and economic center in western Oregon anchored by the cities of Eugene and Springfield.
  • F. None of above.

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_69d8e8ccb8f48190ad420098e74fb1db completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e5faec6d0c8190b90cb1bb3160a847 completed April 20, 2026, 10:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0705d7e1348190b3220603270ab03c completed May 15, 2026, 11:39 a.m.
NEDg Description generation batch_6a07069434cc8190a91be8afb5bd88c8 completed May 15, 2026, 11:42 a.m.
NED2 Entity disambiguation (via description) batch_6a07074bd4288190b2f51e0392efcdc3 completed May 15, 2026, 11:45 a.m.
Created at: April 10, 2026, 1:26 p.m.