Triple

T10055149
Position Surface form Disambiguated ID Type / Status
Subject Woodward, Oklahoma E208841 entity
Predicate transportation P230 FINISHED
Object Oklahoma State Highway 34
Oklahoma State Highway 34 is a north–south state highway in western Oklahoma that connects rural communities and regional centers, including the Woodward area, to major routes in the state’s highway network.
 E843147 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: Oklahoma State Highway 34 | Statement: [Woodward, Oklahoma, transportation, Oklahoma State Highway 34]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oklahoma State Highway 34
Context triple: [Woodward, Oklahoma, transportation, Oklahoma State Highway 34]
  • A. Oklahoma State Highway 3
    Oklahoma State Highway 3 is a major east–west state highway in Oklahoma that spans much of the state, connecting numerous cities and serving as an important regional transportation corridor.
  • B. Oklahoma State Highway 32
    Oklahoma State Highway 32 is a state highway in southern Oklahoma that runs east–west, connecting several small communities and providing regional access to larger routes.
  • C. Oklahoma State Highway 3E
    Oklahoma State Highway 3E is a state highway spur in Oklahoma that serves as a key connector route in and around Shawnee.
  • D. Oklahoma State Highway 51
    Oklahoma State Highway 51 is a major east–west state highway in Oklahoma that connects numerous communities, including the Tulsa suburb of Broken Arrow, and serves as an important regional transportation corridor.
  • E. Oklahoma State Highway 56
    Oklahoma State Highway 56 is a state highway in Oklahoma that runs through several communities in the east-central part of the state, connecting rural areas with regional towns and other major routes.
  • 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: Oklahoma State Highway 34
Triple: [Woodward, Oklahoma, transportation, Oklahoma State Highway 34]
Generated description
Oklahoma State Highway 34 is a north–south state highway in western Oklahoma that connects rural communities and regional centers, including the Woodward area, to major routes in the state’s highway network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oklahoma State Highway 34
Target entity description: Oklahoma State Highway 34 is a north–south state highway in western Oklahoma that connects rural communities and regional centers, including the Woodward area, to major routes in the state’s highway network.
  • A. Oklahoma State Highway 3
    Oklahoma State Highway 3 is a major east–west state highway in Oklahoma that spans much of the state, connecting numerous cities and serving as an important regional transportation corridor.
  • B. Oklahoma State Highway 32
    Oklahoma State Highway 32 is a state highway in southern Oklahoma that runs east–west, connecting several small communities and providing regional access to larger routes.
  • C. Oklahoma State Highway 3E
    Oklahoma State Highway 3E is a state highway spur in Oklahoma that serves as a key connector route in and around Shawnee.
  • D. Oklahoma State Highway 51
    Oklahoma State Highway 51 is a major east–west state highway in Oklahoma that connects numerous communities, including the Tulsa suburb of Broken Arrow, and serves as an important regional transportation corridor.
  • E. Oklahoma State Highway 56
    Oklahoma State Highway 56 is a state highway in Oklahoma that runs through several communities in the east-central part of the state, connecting rural areas with regional towns and other major routes.
  • 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_69ca836094408190a36a1ea7e9a86fcd completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cdcfacacd08190abe66f8bb17b92c7 completed April 2, 2026, 2:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2e5676eac81909d50bfa7633b6ebe completed April 5, 2026, 10:42 p.m.
NEDg Description generation batch_69d2e73e4d5081909f0068d3bed583d3 completed April 5, 2026, 10:50 p.m.
NED2 Entity disambiguation (via description) batch_69d2e7eea4d88190a2ec6d22a83934b3 completed April 5, 2026, 10:53 p.m.
Created at: March 30, 2026, 8:57 p.m.