Triple

T15505874
Position Surface form Disambiguated ID Type / Status
Subject Schuylkill Expressway E379079 entity
Predicate stateHighwayDesignation P28856 FINISHED
Object Pennsylvania Route 76 (unsigned)
Pennsylvania Route 76 (unsigned) is the internal state highway designation for the portion of the Schuylkill Expressway that is not signed as Interstate 76 in Pennsylvania.
 E1159961 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 76 (unsigned) | Statement: [Schuylkill Expressway, stateHighwayDesignation, Pennsylvania Route 76 (unsigned)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pennsylvania Route 76 (unsigned)
Context triple: [Schuylkill Expressway, stateHighwayDesignation, Pennsylvania Route 76 (unsigned)]
  • A. Pennsylvania Route 737
    Pennsylvania Route 737 is a state highway in eastern Pennsylvania that connects rural Berks County areas with the borough of Kutztown and nearby major routes.
  • B. Pennsylvania Route 611 (in part)
    Pennsylvania Route 611 is a major north–south state highway in eastern Pennsylvania that runs from Philadelphia through the Lehigh Valley and Poconos toward the Delaware Water Gap.
  • C. Pennsylvania Route 724
    Pennsylvania Route 724 is a state highway in southeastern Pennsylvania that runs through Berks and Chester counties, connecting communities near Reading with areas to the east and south.
  • D. Pennsylvania Route 696
    Pennsylvania Route 696 is a state highway in south-central Pennsylvania that serves as a local connector route through rural Cumberland and Franklin counties, including the Shippensburg area.
  • E. Pennsylvania Route 576
    Pennsylvania Route 576 is a toll highway in the Pittsburgh area that forms part of the Southern Beltway, providing a limited-access connection between major regional routes and the Pittsburgh International Airport.
  • 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 76 (unsigned)
Triple: [Schuylkill Expressway, stateHighwayDesignation, Pennsylvania Route 76 (unsigned)]
Generated description
Pennsylvania Route 76 (unsigned) is the internal state highway designation for the portion of the Schuylkill Expressway that is not signed as Interstate 76 in Pennsylvania.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pennsylvania Route 76 (unsigned)
Target entity description: Pennsylvania Route 76 (unsigned) is the internal state highway designation for the portion of the Schuylkill Expressway that is not signed as Interstate 76 in Pennsylvania.
  • A. Pennsylvania Route 737
    Pennsylvania Route 737 is a state highway in eastern Pennsylvania that connects rural Berks County areas with the borough of Kutztown and nearby major routes.
  • B. Pennsylvania Route 611 (in part)
    Pennsylvania Route 611 is a major north–south state highway in eastern Pennsylvania that runs from Philadelphia through the Lehigh Valley and Poconos toward the Delaware Water Gap.
  • C. Pennsylvania Route 724
    Pennsylvania Route 724 is a state highway in southeastern Pennsylvania that runs through Berks and Chester counties, connecting communities near Reading with areas to the east and south.
  • D. Pennsylvania Route 696
    Pennsylvania Route 696 is a state highway in south-central Pennsylvania that serves as a local connector route through rural Cumberland and Franklin counties, including the Shippensburg area.
  • E. Pennsylvania Route 576
    Pennsylvania Route 576 is a toll highway in the Pittsburgh area that forms part of the Southern Beltway, providing a limited-access connection between major regional routes and the Pittsburgh International Airport.
  • 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_69d85cd53a7c819080f5b9042c4c199e completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03fcd5d948190b25a67a72ef980e9 completed April 16, 2026, 1:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff366bd31c81909e21075b6b601448 completed May 9, 2026, 1:28 p.m.
NEDg Description generation batch_69ff371416e08190a84b2be7b7dbc4a3 completed May 9, 2026, 1:31 p.m.
NED2 Entity disambiguation (via description) batch_69ff379cc22881909e8a3e189d3f98d1 completed May 9, 2026, 1:33 p.m.
Created at: April 10, 2026, 3:55 a.m.