Triple

T2934423
Position Surface form Disambiguated ID Type / Status
Subject Warminster, Pennsylvania E79230 entity
Predicate majorRoad P385 FINISHED
Object Pennsylvania Route 132
Pennsylvania Route 132 is a state highway in southeastern Pennsylvania that serves as a key east–west arterial route through suburban communities in Bucks County.
 E419114 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 132 | Statement: [Warminster, Pennsylvania, majorRoad, Pennsylvania Route 132]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pennsylvania Route 132
Context triple: [Warminster, Pennsylvania, majorRoad, Pennsylvania Route 132]
  • A. 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.
  • B. 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.
  • C. Pennsylvania Route 12
    Pennsylvania Route 12 is a state highway in eastern Pennsylvania that serves as a key east–west arterial route through the city of Reading and its surrounding areas.
  • D. Pennsylvania Route 611
    Pennsylvania Route 611 is a major north–south state highway in eastern Pennsylvania that runs through the Philadelphia suburbs and the Delaware River valley, serving as a key regional transportation corridor.
  • E. Pennsylvania Route 51
    Pennsylvania Route 51 is a major north–south state highway in western Pennsylvania that connects the Pittsburgh area with communities to the south, including Uniontown.
  • 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 132
Triple: [Warminster, Pennsylvania, majorRoad, Pennsylvania Route 132]
Generated description
Pennsylvania Route 132 is a state highway in southeastern Pennsylvania that serves as a key east–west arterial route through suburban communities in Bucks County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pennsylvania Route 132
Target entity description: Pennsylvania Route 132 is a state highway in southeastern Pennsylvania that serves as a key east–west arterial route through suburban communities in Bucks County.
  • A. 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.
  • B. 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.
  • C. Pennsylvania Route 12
    Pennsylvania Route 12 is a state highway in eastern Pennsylvania that serves as a key east–west arterial route through the city of Reading and its surrounding areas.
  • D. Pennsylvania Route 611
    Pennsylvania Route 611 is a major north–south state highway in eastern Pennsylvania that runs through the Philadelphia suburbs and the Delaware River valley, serving as a key regional transportation corridor.
  • E. Pennsylvania Route 51
    Pennsylvania Route 51 is a major north–south state highway in western Pennsylvania that connects the Pittsburgh area with communities to the south, including Uniontown.
  • 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_69ad8b0fbab081908f6a61567c045d8d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad983b65f881909b8b7d3dc5c224fd completed March 8, 2026, 3:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69b589aa20688190a74a65b0563c3938 completed March 14, 2026, 4:15 p.m.
NEDg Description generation batch_69b58aa95428819085048691c77e2aea completed March 14, 2026, 4:19 p.m.
NED2 Entity disambiguation (via description) batch_69b58b34c4e881909fd44fbe8acedda4 completed March 14, 2026, 4:22 p.m.
Created at: March 8, 2026, 2:56 p.m.