Triple

T13118358
Position Surface form Disambiguated ID Type / Status
Subject Horsham Township, Montgomery County, Pennsylvania E311655 entity
Predicate traversedBy P225 FINISHED
Object Pennsylvania Route 463
Pennsylvania Route 463 is a state highway in southeastern Pennsylvania that serves as a key east–west arterial road through suburban communities in Montgomery and Bucks counties.
 E1119375 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 463 | Statement: [Horsham Township, Montgomery County, Pennsylvania, traversedBy, Pennsylvania Route 463]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pennsylvania Route 463
Context triple: [Horsham Township, Montgomery County, Pennsylvania, traversedBy, Pennsylvania Route 463]
  • A. Pennsylvania Route 487
    Pennsylvania Route 487 is a state highway in Pennsylvania that runs generally north–south through several counties, providing access to communities, state parks, and scenic areas along its route.
  • B. Pennsylvania Route 413
    Pennsylvania Route 413 is a state highway in southeastern Pennsylvania that runs through Bucks County, connecting several communities and serving as a key local north–south route.
  • C. Pennsylvania Route 472
    Pennsylvania Route 472 is a state highway in southeastern Pennsylvania that runs through rural Chester and Lancaster counties, connecting small communities including Oxford.
  • D. Pennsylvania Route 443
    Pennsylvania Route 443 is a state highway in Pennsylvania that runs east–west across several counties, connecting rural communities and small towns, including Schuylkill Haven.
  • E. Pennsylvania Route 452
    Pennsylvania Route 452 is a state highway in southeastern Pennsylvania that connects the borough of Marcus Hook with nearby communities in Delaware County.
  • 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 463
Triple: [Horsham Township, Montgomery County, Pennsylvania, traversedBy, Pennsylvania Route 463]
Generated description
Pennsylvania Route 463 is a state highway in southeastern Pennsylvania that serves as a key east–west arterial road through suburban communities in Montgomery and Bucks counties.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pennsylvania Route 463
Target entity description: Pennsylvania Route 463 is a state highway in southeastern Pennsylvania that serves as a key east–west arterial road through suburban communities in Montgomery and Bucks counties.
  • A. Pennsylvania Route 487
    Pennsylvania Route 487 is a state highway in Pennsylvania that runs generally north–south through several counties, providing access to communities, state parks, and scenic areas along its route.
  • B. Pennsylvania Route 413
    Pennsylvania Route 413 is a state highway in southeastern Pennsylvania that runs through Bucks County, connecting several communities and serving as a key local north–south route.
  • C. Pennsylvania Route 472
    Pennsylvania Route 472 is a state highway in southeastern Pennsylvania that runs through rural Chester and Lancaster counties, connecting small communities including Oxford.
  • D. Pennsylvania Route 443
    Pennsylvania Route 443 is a state highway in Pennsylvania that runs east–west across several counties, connecting rural communities and small towns, including Schuylkill Haven.
  • E. Pennsylvania Route 452
    Pennsylvania Route 452 is a state highway in southeastern Pennsylvania that connects the borough of Marcus Hook with nearby communities in Delaware County.
  • 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_69d806a9fe888190b081e2d9ea665d6c completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98182011c8190a504678affbb7787 completed April 10, 2026, 11:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe0ccb9c3481908820f7620102e373 completed May 8, 2026, 4:18 p.m.
NEDg Description generation batch_69fe1903c0f88190b6f1a081047506d5 completed May 8, 2026, 5:10 p.m.
NED2 Entity disambiguation (via description) batch_69fe1980179481908b9f97e2f474e00d completed May 8, 2026, 5:12 p.m.
Created at: April 9, 2026, 9:06 p.m.