Triple

T15681602
Position Surface form Disambiguated ID Type / Status
Subject Punxsutawney, Pennsylvania E377589 entity
Predicate transportationAccess P941 FINISHED
Object Pennsylvania Route 436
Pennsylvania Route 436 is a state highway in western Pennsylvania that serves as a local connector route providing access to and from the town of Punxsutawney.
 E1265812 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 436 | Statement: [Punxsutawney, Pennsylvania, transportationAccess, Pennsylvania Route 436]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pennsylvania Route 436
Context triple: [Punxsutawney, Pennsylvania, transportationAccess, Pennsylvania Route 436]
  • 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 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.
  • C. 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.
  • D. 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.
  • E. Pennsylvania Route 447
    Pennsylvania Route 447 is a state highway in northeastern Pennsylvania that connects East Stroudsburg with rural communities in Monroe and Pike counties.
  • 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 436
Triple: [Punxsutawney, Pennsylvania, transportationAccess, Pennsylvania Route 436]
Generated description
Pennsylvania Route 436 is a state highway in western Pennsylvania that serves as a local connector route providing access to and from the town of Punxsutawney.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pennsylvania Route 436
Target entity description: Pennsylvania Route 436 is a state highway in western Pennsylvania that serves as a local connector route providing access to and from the town of Punxsutawney.
  • 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 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.
  • C. 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.
  • D. 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.
  • E. Pennsylvania Route 447
    Pennsylvania Route 447 is a state highway in northeastern Pennsylvania that connects East Stroudsburg with rural communities in Monroe and Pike counties.
  • 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_69d85cd2e28481909d4e975bee20872f completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04f306a1c8190a819541a3cc51f5a completed April 16, 2026, 2:53 a.m.
NED1 Entity disambiguation (via context triple) batch_6a019fd7d0648190800540883449cb8e completed May 11, 2026, 9:22 a.m.
NEDg Description generation batch_6a01a0ea3d3c8190b6c14eea5de3ba5b completed May 11, 2026, 9:27 a.m.
NED2 Entity disambiguation (via description) batch_6a01a17c0acc8190a556b68fbcefaa76 completed May 11, 2026, 9:29 a.m.
Created at: April 10, 2026, 4:16 a.m.