Triple

T8523870
Position Surface form Disambiguated ID Type / Status
Subject Tioga County, Pennsylvania E201761 entity
Predicate hasPrimaryTransportation P1298 FINISHED
Object Pennsylvania Route 287
Pennsylvania Route 287 is a state highway in north-central Pennsylvania that runs generally north–south, connecting rural communities and providing access to U.S. Route 15 and the Pennsylvania Grand Canyon area.
 E776876 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: Pennsylvania Route 287 | Statement: [Tioga County, Pennsylvania, hasPrimaryTransportation, Pennsylvania Route 287]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pennsylvania Route 287
Context triple: [Tioga County, Pennsylvania, hasPrimaryTransportation, Pennsylvania Route 287]
  • A. Pennsylvania Route 281
    Pennsylvania Route 281 is a state highway in southwestern Pennsylvania that connects several rural communities and provides access to the state's highest point, Mount Davis.
  • B. Pennsylvania Route 286
    Pennsylvania Route 286 is a state highway in western Pennsylvania that connects communities in and around Indiana County, serving as a regional route for local traffic and access to nearby towns.
  • C. Pennsylvania Route 208
    Pennsylvania Route 208 is a state highway in western Pennsylvania that runs east–west through several rural communities, connecting local towns and major routes in the region.
  • D. Pennsylvania Route 28
    Pennsylvania Route 28 is a major state highway in western Pennsylvania that connects the Pittsburgh area with communities along the Allegheny River and serves as an important commuter and regional traffic corridor.
  • E. Pennsylvania Route 291
    Pennsylvania Route 291 is a state highway in southeastern Pennsylvania that runs through the industrial and waterfront areas of Philadelphia and its suburbs, providing a key east–west corridor near the Delaware River.
  • 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: Pennsylvania Route 287
Triple: [Tioga County, Pennsylvania, hasPrimaryTransportation, Pennsylvania Route 287]
Generated description
Pennsylvania Route 287 is a state highway in north-central Pennsylvania that runs generally north–south, connecting rural communities and providing access to U.S. Route 15 and the Pennsylvania Grand Canyon area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pennsylvania Route 287
Target entity description: Pennsylvania Route 287 is a state highway in north-central Pennsylvania that runs generally north–south, connecting rural communities and providing access to U.S. Route 15 and the Pennsylvania Grand Canyon area.
  • A. Pennsylvania Route 281
    Pennsylvania Route 281 is a state highway in southwestern Pennsylvania that connects several rural communities and provides access to the state's highest point, Mount Davis.
  • B. Pennsylvania Route 286
    Pennsylvania Route 286 is a state highway in western Pennsylvania that connects communities in and around Indiana County, serving as a regional route for local traffic and access to nearby towns.
  • C. Pennsylvania Route 208
    Pennsylvania Route 208 is a state highway in western Pennsylvania that runs east–west through several rural communities, connecting local towns and major routes in the region.
  • D. Pennsylvania Route 28
    Pennsylvania Route 28 is a major state highway in western Pennsylvania that connects the Pittsburgh area with communities along the Allegheny River and serves as an important commuter and regional traffic corridor.
  • E. Pennsylvania Route 291
    Pennsylvania Route 291 is a state highway in southeastern Pennsylvania that runs through the industrial and waterfront areas of Philadelphia and its suburbs, providing a key east–west corridor near the Delaware River.
  • 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_69ca8321bb44819081b74df0b710276d completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe64362c88190b978a2544eec6e3e completed March 31, 2026, 3:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69d016c8b6f0819084d14fec00aad335 completed April 3, 2026, 7:36 p.m.
NEDg Description generation batch_69d019059e8481909a696575366aa0b6 completed April 3, 2026, 7:46 p.m.
NED2 Entity disambiguation (via description) batch_69d019a2736c8190880c8f3786cf353b completed April 3, 2026, 7:48 p.m.
Created at: March 30, 2026, 6:16 p.m.