Triple

T16873305
Position Surface form Disambiguated ID Type / Status
Subject Pennsylvania Route 332 E421228 entity
Predicate hasAdjacentRoutePrevious P18010 FINISHED
Object Pennsylvania Route 331
Pennsylvania Route 331 is a state highway in Pennsylvania that serves as a local connector route within the state’s secondary road network.
E1317065 NE FINISHED

How this triple was built (5 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 331 | Statement: [Pennsylvania Route 332, hasAdjacentRoutePrevious, Pennsylvania Route 331]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 331
Context triple: [Pennsylvania Route 332, hasAdjacentRoutePrevious, Pennsylvania Route 331]
  • A. Pennsylvania Route 332
    Pennsylvania Route 332 is a state highway in southeastern Pennsylvania that connects several suburban communities in Bucks County and serves as a key east–west commuter route.
  • B. Pennsylvania Route 313
    Pennsylvania Route 313 is a state highway in southeastern Pennsylvania that runs through Bucks County, connecting Doylestown with several nearby communities.
  • C. Pennsylvania Route 363
    Pennsylvania Route 363 is a state highway in southeastern Pennsylvania that runs through Montgomery County, serving communities such as Norristown and connecting local roads to major regional routes.
  • D. 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.
  • E. Pennsylvania Route 309
    Pennsylvania Route 309 is a major north–south state highway in eastern Pennsylvania that connects several key cities and suburbs, serving as an important commuter and regional travel corridor.
  • 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 331
Triple: [Pennsylvania Route 332, hasAdjacentRoutePrevious, Pennsylvania Route 331]
Generated description
Pennsylvania Route 331 is a state highway in Pennsylvania that serves as a local connector route within the state’s secondary road network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 331
Target entity description: Pennsylvania Route 331 is a state highway in Pennsylvania that serves as a local connector route within the state’s secondary road network.
  • A. Pennsylvania Route 332
    Pennsylvania Route 332 is a state highway in southeastern Pennsylvania that connects several suburban communities in Bucks County and serves as a key east–west commuter route.
  • B. Pennsylvania Route 313
    Pennsylvania Route 313 is a state highway in southeastern Pennsylvania that runs through Bucks County, connecting Doylestown with several nearby communities.
  • C. Pennsylvania Route 363
    Pennsylvania Route 363 is a state highway in southeastern Pennsylvania that runs through Montgomery County, serving communities such as Norristown and connecting local roads to major regional routes.
  • D. 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.
  • E. Pennsylvania Route 309
    Pennsylvania Route 309 is a major north–south state highway in eastern Pennsylvania that connects several key cities and suburbs, serving as an important commuter and regional travel corridor.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasAdjacentRoutePrevious
Context triple: [Pennsylvania Route 332, hasAdjacentRoutePrevious, Pennsylvania Route 331]
  • A. isPrecededOnRouteBy
    Indicates that one element on a route comes immediately before another in the ordered sequence of that route.
  • B. adjacentStateRoute
    Indicates that one state route is directly next to or shares a boundary or junction with another state route.
  • C. adjacentPlanePrevious
    Indicates that one plane is directly next to another plane and comes immediately before it in a defined ordering or sequence.
  • D. usesFormerRouteOf
    Indicates that one route, service, or pathway currently follows all or part of the alignment or path that was previously used by another route.
  • E. previousRoute chosen
    Indicates that one route directly precedes another in an ordered sequence of routes.
  • F. None of above.

Provenance (6 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_69d889d470fc8190b4aec199636c0c56 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e3b7f40410819088db22fa0d1eb808 completed April 18, 2026, 4:57 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03bb3d6fb88190b23f825fe325622b completed May 12, 2026, 11:43 p.m.
NEDg Description generation batch_6a03bc72aea48190992d7623970eef55 completed May 12, 2026, 11:49 p.m.
NED2 Entity disambiguation (via description) batch_6a03bd887970819088b68d18791e2a07 completed May 12, 2026, 11:53 p.m.
PD Predicate disambiguation batch_69e32b90ec3c819099c51bb7baf2984c completed April 18, 2026, 6:58 a.m.
Created at: April 10, 2026, 5:29 a.m.