Triple

T12925552
Position Surface form Disambiguated ID Type / Status
Subject Muskogee, Oklahoma E309235 entity
Predicate hasHighway P385 FINISHED
Object Oklahoma State Highway 165
Oklahoma State Highway 165 is a state highway in Oklahoma that serves the Muskogee area, providing a key connector route for local and regional traffic.
 E1041903 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 165 | Statement: [Muskogee, Oklahoma, hasHighway, Oklahoma State Highway 165]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oklahoma State Highway 165
Context triple: [Muskogee, Oklahoma, hasHighway, Oklahoma State Highway 165]
  • A. Oklahoma State Highway 16
    Oklahoma State Highway 16 is a state highway in Oklahoma that runs through eastern parts of the state, connecting several rural communities and cities including the area near Muskogee.
  • B. Oklahoma State Highway 112
    Oklahoma State Highway 112 is a state highway in southeastern Oklahoma that connects the city of Poteau to nearby communities and regional routes.
  • C. Oklahoma State Highway 15
    Oklahoma State Highway 15 is a state highway in Oklahoma that runs through the northwestern part of the state, connecting several rural communities and serving as a regional east–west route.
  • D. Oklahoma State Highway 18
    Oklahoma State Highway 18 is a north–south state highway in Oklahoma that connects several small towns and rural communities in the north-central part of the state.
  • E. 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.
  • 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 165
Triple: [Muskogee, Oklahoma, hasHighway, Oklahoma State Highway 165]
Generated description
Oklahoma State Highway 165 is a state highway in Oklahoma that serves the Muskogee area, providing a key connector route for local and regional traffic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oklahoma State Highway 165
Target entity description: Oklahoma State Highway 165 is a state highway in Oklahoma that serves the Muskogee area, providing a key connector route for local and regional traffic.
  • A. Oklahoma State Highway 16
    Oklahoma State Highway 16 is a state highway in Oklahoma that runs through eastern parts of the state, connecting several rural communities and cities including the area near Muskogee.
  • B. Oklahoma State Highway 112
    Oklahoma State Highway 112 is a state highway in southeastern Oklahoma that connects the city of Poteau to nearby communities and regional routes.
  • C. Oklahoma State Highway 15
    Oklahoma State Highway 15 is a state highway in Oklahoma that runs through the northwestern part of the state, connecting several rural communities and serving as a regional east–west route.
  • D. Oklahoma State Highway 18
    Oklahoma State Highway 18 is a north–south state highway in Oklahoma that connects several small towns and rural communities in the north-central part of the state.
  • E. 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.
  • 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_69d7bdfa933c8190b5a27aa4a08a19b7 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d971eb17c88190bf523da897172a0c completed April 10, 2026, 9:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7460999c081908c8d84caf6c04985 completed May 3, 2026, 12:56 p.m.
NEDg Description generation batch_69f74ab0b064819095ed05984f5e3d99 completed May 3, 2026, 1:16 p.m.
NED2 Entity disambiguation (via description) batch_69f74b39fd88819099d48598316d5a97 completed May 3, 2026, 1:18 p.m.
Created at: April 9, 2026, 5:42 p.m.