Triple

T12290204
Position Surface form Disambiguated ID Type / Status
Subject Tahlequah, Oklahoma E292936 entity
Predicate transportation P230 FINISHED
Object served by State Highway 51
Tahlequah, Oklahoma is a small city in northeastern Oklahoma that serves as the capital of the Cherokee Nation and a regional center for education and culture.
 E975044 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: served by State Highway 51 | Statement: [Tahlequah, Oklahoma, transportation, served by State Highway 51]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: served by State Highway 51
Context triple: [Tahlequah, Oklahoma, transportation, served by State Highway 51]
  • A. served by U.S. Route 50
    Fillmore, Utah is a small central Utah city that lies along a major east–west highway corridor connecting it to other communities across the state and region.
  • B. served by U.S. Route 50
    Round Hill Village, Nevada is a small residential and resort community near Lake Tahoe known for its scenic mountain setting and access to outdoor recreation.
  • C. served by State Highway 8
    Fairview, Oklahoma is a small city in northwestern Oklahoma that serves as the county seat of Major County and a local hub for agriculture and regional services.
  • D. served by U.S. Route 151
    Marion, Iowa is a city in Linn County that functions as a growing residential and commercial community within the Cedar Rapids metropolitan area.
  • E. served by Interstate 215
    Henderson is a rapidly growing city in Nevada, located near Las Vegas and known for its residential communities, parks, and retail centers.
  • 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: served by State Highway 51
Triple: [Tahlequah, Oklahoma, transportation, served by State Highway 51]
Generated description
Tahlequah, Oklahoma is a small city in northeastern Oklahoma that serves as the capital of the Cherokee Nation and a regional center for education and culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: served by State Highway 51
Target entity description: Tahlequah, Oklahoma is a small city in northeastern Oklahoma that serves as the capital of the Cherokee Nation and a regional center for education and culture.
  • A. served by U.S. Route 50
    Fillmore, Utah is a small central Utah city that lies along a major east–west highway corridor connecting it to other communities across the state and region.
  • B. served by U.S. Route 50
    Round Hill Village, Nevada is a small residential and resort community near Lake Tahoe known for its scenic mountain setting and access to outdoor recreation.
  • C. served by State Highway 8
    Fairview, Oklahoma is a small city in northwestern Oklahoma that serves as the county seat of Major County and a local hub for agriculture and regional services.
  • D. served by U.S. Route 151
    Marion, Iowa is a city in Linn County that functions as a growing residential and commercial community within the Cedar Rapids metropolitan area.
  • E. served by Interstate 215
    Henderson is a rapidly growing city in Nevada, located near Las Vegas and known for its residential communities, parks, and retail centers.
  • 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_69d6ab690ad081908c0ed3870ec82d53 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91d21692481908c97edc3d602f1d5 completed April 10, 2026, 3:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e752f3c8190ba0e273f3e41a321 completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f61f9493d081909a543bcafeb508d1 completed May 2, 2026, 4 p.m.
NED2 Entity disambiguation (via description) batch_69f620ad9ec0819099909142fbad6412 completed May 2, 2026, 4:05 p.m.
Created at: April 8, 2026, 9:52 p.m.