Triple

T6854037
Position Surface form Disambiguated ID Type / Status
Subject Amity Township, Berks County, Pennsylvania E158092 entity
Predicate traversedBy P225 FINISHED
Object Pennsylvania Route 662
Pennsylvania Route 662 is a state highway in Berks County, Pennsylvania, that connects rural communities and small towns between U.S. Route 222 near Moselem Springs and U.S. Route 422 in Douglassville.
 E685249 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 662 | Statement: [Amity Township, Berks County, Pennsylvania, traversedBy, Pennsylvania Route 662]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pennsylvania Route 662
Context triple: [Amity Township, Berks County, Pennsylvania, traversedBy, Pennsylvania Route 662]
  • A. Pennsylvania Route 663
    Pennsylvania Route 663 is a state highway in southeastern Pennsylvania that connects Quakertown in Bucks County to Pottstown in Montgomery County, serving as a regional connector between several major routes.
  • B. Pennsylvania Route 63
    Pennsylvania Route 63 is a state highway in southeastern Pennsylvania that runs through Montgomery and Bucks counties, connecting suburban communities north of Philadelphia.
  • C. Pennsylvania Route 68
    Pennsylvania Route 68 is a state highway in western Pennsylvania that runs east–west through Beaver County and connects several small communities to larger regional routes.
  • D. Pennsylvania Route 65
    Pennsylvania Route 65 is a state highway in western Pennsylvania that runs generally north–south, connecting the Pittsburgh area with communities in Beaver and Lawrence counties along the Ohio River.
  • E. Pennsylvania Route 653
    Pennsylvania Route 653 is a state highway in southwestern Pennsylvania that provides access through rural Somerset County, including the area around the state's highest point, Mount Davis.
  • 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 662
Triple: [Amity Township, Berks County, Pennsylvania, traversedBy, Pennsylvania Route 662]
Generated description
Pennsylvania Route 662 is a state highway in Berks County, Pennsylvania, that connects rural communities and small towns between U.S. Route 222 near Moselem Springs and U.S. Route 422 in Douglassville.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pennsylvania Route 662
Target entity description: Pennsylvania Route 662 is a state highway in Berks County, Pennsylvania, that connects rural communities and small towns between U.S. Route 222 near Moselem Springs and U.S. Route 422 in Douglassville.
  • A. Pennsylvania Route 663
    Pennsylvania Route 663 is a state highway in southeastern Pennsylvania that connects Quakertown in Bucks County to Pottstown in Montgomery County, serving as a regional connector between several major routes.
  • B. Pennsylvania Route 63
    Pennsylvania Route 63 is a state highway in southeastern Pennsylvania that runs through Montgomery and Bucks counties, connecting suburban communities north of Philadelphia.
  • C. Pennsylvania Route 68
    Pennsylvania Route 68 is a state highway in western Pennsylvania that runs east–west through Beaver County and connects several small communities to larger regional routes.
  • D. Pennsylvania Route 65
    Pennsylvania Route 65 is a state highway in western Pennsylvania that runs generally north–south, connecting the Pittsburgh area with communities in Beaver and Lawrence counties along the Ohio River.
  • E. Pennsylvania Route 653
    Pennsylvania Route 653 is a state highway in southwestern Pennsylvania that provides access through rural Somerset County, including the area around the state's highest point, Mount Davis.
  • 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_69c6882fae988190864cbba788c5ebb4 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d851321481908c49c2c949359703 completed March 27, 2026, 7:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8b4de5bc08190a569701311631bd3 completed March 29, 2026, 5:13 a.m.
NEDg Description generation batch_69c8bb0d411881909cf49d1ccc59d9b7 completed March 29, 2026, 5:39 a.m.
NED2 Entity disambiguation (via description) batch_69c8bb5eeb3c81908b08a6396e8a01ab completed March 29, 2026, 5:40 a.m.
Created at: March 27, 2026, 2:20 p.m.