Triple

T20323938
Position Surface form Disambiguated ID Type / Status
Subject McKean County E492282 entity
Predicate hasHighway P385 FINISHED
Object Pennsylvania Route 321
Pennsylvania Route 321 is a state highway in northwestern Pennsylvania that runs through the Allegheny National Forest, providing access to recreational areas and small rural communities.
E1531477 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 321 | Statement: [McKean County, hasHighway, Pennsylvania Route 321]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 321
Context triple: [McKean County, hasHighway, Pennsylvania Route 321]
  • A. Pennsylvania Route 32
    Pennsylvania Route 32 is a scenic state highway in eastern Pennsylvania that runs along the Delaware River, connecting several riverfront communities and offering access to historic towns and natural attractions.
  • B. Pennsylvania Route 320
    Pennsylvania Route 320 is a state highway in southeastern Pennsylvania that runs through several Philadelphia suburbs, including the community of Bryn Mawr.
  • C. Pennsylvania Route 325
    Pennsylvania Route 325 is a state highway in Pennsylvania that runs through rural, mountainous areas of Dauphin and Schuylkill counties, providing local access between small communities and connecting to larger regional routes.
  • D. Pennsylvania Route 372
    Pennsylvania Route 372 is an east–west state highway in southeastern Pennsylvania that connects several small towns and rural communities across Lancaster and Chester counties.
  • E. Pennsylvania Route 381
    Pennsylvania Route 381 is a scenic state highway in southwestern Pennsylvania that passes through Ohiopyle State Park and serves as a popular access route for outdoor recreation in the Laurel Highlands.
  • 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 321
Triple: [McKean County, hasHighway, Pennsylvania Route 321]
Generated description
Pennsylvania Route 321 is a state highway in northwestern Pennsylvania that runs through the Allegheny National Forest, providing access to recreational areas and small rural communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 321
Target entity description: Pennsylvania Route 321 is a state highway in northwestern Pennsylvania that runs through the Allegheny National Forest, providing access to recreational areas and small rural communities.
  • A. Pennsylvania Route 32
    Pennsylvania Route 32 is a scenic state highway in eastern Pennsylvania that runs along the Delaware River, connecting several riverfront communities and offering access to historic towns and natural attractions.
  • B. Pennsylvania Route 320
    Pennsylvania Route 320 is a state highway in southeastern Pennsylvania that runs through several Philadelphia suburbs, including the community of Bryn Mawr.
  • C. Pennsylvania Route 325
    Pennsylvania Route 325 is a state highway in Pennsylvania that runs through rural, mountainous areas of Dauphin and Schuylkill counties, providing local access between small communities and connecting to larger regional routes.
  • D. Pennsylvania Route 372
    Pennsylvania Route 372 is an east–west state highway in southeastern Pennsylvania that connects several small towns and rural communities across Lancaster and Chester counties.
  • E. Pennsylvania Route 381
    Pennsylvania Route 381 is a scenic state highway in southwestern Pennsylvania that passes through Ohiopyle State Park and serves as a popular access route for outdoor recreation in the Laurel Highlands.
  • 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_69e0b4a0134081909113563e1c3ba68a completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6778e59508190bfd7a3ce44d56a93 completed April 20, 2026, 6:59 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0ad50108b08190987795538b795d5c completed May 18, 2026, 8:59 a.m.
NEDg Description generation batch_6a0ad991a1e48190ad240a20694223fc completed May 18, 2026, 9:19 a.m.
NED2 Entity disambiguation (via description) batch_6a0ada2a61b881908a636b2d1d6e4509 completed May 18, 2026, 9:21 a.m.
Created at: April 16, 2026, 11:21 a.m.