Triple

T12756805
Position Surface form Disambiguated ID Type / Status
Subject Muldrow, Oklahoma E304880 entity
Predicate hasTransportation P105 FINISHED
Object Oklahoma State Highway 64B
Oklahoma State Highway 64B is a short state highway spur in eastern Oklahoma that connects the town of Muldrow to nearby major routes.
E1034784 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 64B | Statement: [Muldrow, Oklahoma, hasTransportation, Oklahoma State Highway 64B]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Oklahoma State Highway 64B
Context triple: [Muldrow, Oklahoma, hasTransportation, Oklahoma State Highway 64B]
  • A. Oklahoma State Highway 64
    Oklahoma State Highway 64 is a state-maintained roadway in Oklahoma that serves as a key route connecting the city of Pawnee with other regional destinations.
  • B. 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.
  • C. Oklahoma State Highway 364
    Oklahoma State Highway 364 is the state highway designation for the Creek Turnpike, a major toll freeway serving the Tulsa metropolitan area in Oklahoma.
  • D. Oklahoma State Highway 6
    Oklahoma State Highway 6 is a state highway in southwestern Oklahoma that runs generally north–south, connecting several rural communities and intersecting major routes such as U.S. highways near Altus.
  • E. 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.
  • 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 64B
Triple: [Muldrow, Oklahoma, hasTransportation, Oklahoma State Highway 64B]
Generated description
Oklahoma State Highway 64B is a short state highway spur in eastern Oklahoma that connects the town of Muldrow to nearby major routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Oklahoma State Highway 64B
Target entity description: Oklahoma State Highway 64B is a short state highway spur in eastern Oklahoma that connects the town of Muldrow to nearby major routes.
  • A. Oklahoma State Highway 64
    Oklahoma State Highway 64 is a state-maintained roadway in Oklahoma that serves as a key route connecting the city of Pawnee with other regional destinations.
  • B. 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.
  • C. Oklahoma State Highway 364
    Oklahoma State Highway 364 is the state highway designation for the Creek Turnpike, a major toll freeway serving the Tulsa metropolitan area in Oklahoma.
  • D. Oklahoma State Highway 6
    Oklahoma State Highway 6 is a state highway in southwestern Oklahoma that runs generally north–south, connecting several rural communities and intersecting major routes such as U.S. highways near Altus.
  • E. 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.
  • 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_69d7bdf1fcd081909ffb0e0d6fa3a07d completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96d8b57b88190b29b8fdca415c81c completed April 10, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69f71f0a5a58819082111550a65a04b9 completed May 3, 2026, 10:10 a.m.
NEDg Description generation batch_69f720861728819088bc43753d19bef8 completed May 3, 2026, 10:16 a.m.
NED2 Entity disambiguation (via description) batch_69f7212ca3f48190915d73f987ec60d2 completed May 3, 2026, 10:19 a.m.
Created at: April 9, 2026, 5:27 p.m.