Triple

T12966951
Position Surface form Disambiguated ID Type / Status
Subject Muskogee County E321284 entity
Predicate contains P35 FINISHED
Object Oklahoma State Highway 72
Oklahoma State Highway 72 is a state-maintained roadway in Oklahoma that serves as a regional connector route through Muskogee County and surrounding areas.
 E1050132 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 72 | Statement: [Muskogee County, contains, Oklahoma State Highway 72]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oklahoma State Highway 72
Context triple: [Muskogee County, contains, Oklahoma State Highway 72]
  • A. Oklahoma State Highway 77
    Oklahoma State Highway 77 is a state highway in Oklahoma that runs generally north–south, serving communities along the Interstate 35 corridor and providing local access parallel to the interstate.
  • B. Oklahoma State Highway 78
    Oklahoma State Highway 78 is a state highway in southern Oklahoma that runs north–south between the Texas state line and the city of Tishomingo, serving communities such as Durant along its route.
  • C. 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.
  • D. 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.
  • 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 72
Triple: [Muskogee County, contains, Oklahoma State Highway 72]
Generated description
Oklahoma State Highway 72 is a state-maintained roadway in Oklahoma that serves as a regional connector route through Muskogee County and surrounding areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oklahoma State Highway 72
Target entity description: Oklahoma State Highway 72 is a state-maintained roadway in Oklahoma that serves as a regional connector route through Muskogee County and surrounding areas.
  • A. Oklahoma State Highway 77
    Oklahoma State Highway 77 is a state highway in Oklahoma that runs generally north–south, serving communities along the Interstate 35 corridor and providing local access parallel to the interstate.
  • B. Oklahoma State Highway 78
    Oklahoma State Highway 78 is a state highway in southern Oklahoma that runs north–south between the Texas state line and the city of Tishomingo, serving communities such as Durant along its route.
  • C. 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.
  • D. 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.
  • 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_69d80763bd6c819094437da5b20b01d2 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e3f702481908f0f90f4f12d3f4d completed April 10, 2026, 10:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f77f74cb388190836484a1dd7d1d67 completed May 3, 2026, 5:01 p.m.
NEDg Description generation batch_69f78097e1c08190b6e201d528d12af9 completed May 3, 2026, 5:06 p.m.
NED2 Entity disambiguation (via description) batch_69f7812aa15081909793181722f9d442 completed May 3, 2026, 5:08 p.m.
Created at: April 9, 2026, 8:30 p.m.