Triple

T6074475
Position Surface form Disambiguated ID Type / Status
Subject Bryan County, Oklahoma E135364 entity
Predicate hasMajorHighway P385 FINISHED
Object 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.
E566565 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 78 | Statement: [Bryan County, Oklahoma, hasMajorHighway, Oklahoma State Highway 78]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Oklahoma State Highway 78
Context triple: [Bryan County, Oklahoma, hasMajorHighway, Oklahoma State Highway 78]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Oklahoma State Highway 20
    Oklahoma State Highway 20 is an east–west state highway in Oklahoma that runs across the northeastern part of the state, connecting several small towns and rural communities.
  • E. U.S. Route 75
    U.S. Route 75 is a major north–south U.S. Highway running from Texas through the central United States, serving as a key transportation corridor for cities such as Dallas.
  • 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 78
Triple: [Bryan County, Oklahoma, hasMajorHighway, Oklahoma State Highway 78]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Oklahoma State Highway 78
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Oklahoma State Highway 20
    Oklahoma State Highway 20 is an east–west state highway in Oklahoma that runs across the northeastern part of the state, connecting several small towns and rural communities.
  • E. U.S. Route 75
    U.S. Route 75 is a major north–south U.S. Highway running from Texas through the central United States, serving as a key transportation corridor for cities such as Dallas.
  • 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_69c00879e8048190b690717d19c5bc03 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c0575d4ed481908eddc88e9b90e22f completed March 22, 2026, 8:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69c11d3fb99481909cc31c179eb4e8c9 completed March 23, 2026, 11 a.m.
NEDg Description generation batch_69c11e89c75481908381df126a7b1661 completed March 23, 2026, 11:05 a.m.
NED2 Entity disambiguation (via description) batch_69c11ef6971c8190b8dde5568b330b41 completed March 23, 2026, 11:07 a.m.
Created at: March 22, 2026, 4:11 p.m.