Triple

T9501538
Position Surface form Disambiguated ID Type / Status
Subject Fairview, Oklahoma E229151 entity
Predicate transportationAccess P941 FINISHED
Object 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.
 E803563 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 8 | Statement: [Fairview, Oklahoma, transportationAccess, served by State Highway 8]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: served by State Highway 8
Context triple: [Fairview, Oklahoma, transportationAccess, served by State Highway 8]
  • A. served by Idaho State Highway 8
    Idaho State Highway 8 is a state highway in northern Idaho that provides a primary east–west route connecting communities such as Moscow to the regional road network.
  • B. served by Interstate 185
    Interstate 185 is a spur route of Interstate 85 in western Georgia that connects the city of Columbus to the Interstate Highway System and facilitates regional travel and commerce.
  • C. served by State Route 70
    Oroville is a city in Northern California that serves as the county seat of Butte County and a gateway to nearby Lake Oroville and its recreational areas.
  • D. State Highway 82
    State Highway 82 is a regional road in New Zealand’s South Island that serves as a key route connecting the town of Waimate with surrounding areas.
  • E. served by State Route 14
    Lancaster, California is a city in northern Los Angeles County located in the Antelope Valley region of the Mojave Desert.
  • 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 8
Triple: [Fairview, Oklahoma, transportationAccess, served by State Highway 8]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: served by State Highway 8
Target entity description: 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.
  • A. served by Idaho State Highway 8
    Idaho State Highway 8 is a state highway in northern Idaho that provides a primary east–west route connecting communities such as Moscow to the regional road network.
  • B. served by Interstate 185
    Interstate 185 is a spur route of Interstate 85 in western Georgia that connects the city of Columbus to the Interstate Highway System and facilitates regional travel and commerce.
  • C. served by State Route 70
    Oroville is a city in Northern California that serves as the county seat of Butte County and a gateway to nearby Lake Oroville and its recreational areas.
  • D. State Highway 82
    State Highway 82 is a regional road in New Zealand’s South Island that serves as a key route connecting the town of Waimate with surrounding areas.
  • E. served by State Route 14
    Lancaster, California is a city in northern Los Angeles County located in the Antelope Valley region of the Mojave Desert.
  • 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_69ca84753660819098e8d416e89e26ae completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd983d4b708190a4dfef1246986a26 completed April 1, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69d13a10f7b08190b8e4d4bc3b9815c6 completed April 4, 2026, 4:19 p.m.
NEDg Description generation batch_69d13af4a2d481908dbec71fa8c25c69 completed April 4, 2026, 4:23 p.m.
NED2 Entity disambiguation (via description) batch_69d13bb706a88190bc2eec00c3e52e94 completed April 4, 2026, 4:26 p.m.
Created at: March 30, 2026, 7:57 p.m.