Triple

T9079088
Position Surface form Disambiguated ID Type / Status
Subject Pennsylvania Turnpike E217567 entity
Predicate hasRouteNumber P1864 FINISHED
Object 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.
E804649 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 576 | Statement: [Pennsylvania Turnpike, hasRouteNumber, Pennsylvania Route 576]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 576
Context triple: [Pennsylvania Turnpike, hasRouteNumber, Pennsylvania Route 576]
  • A. Pennsylvania Route 562
    Pennsylvania Route 562 is a state highway in southeastern Pennsylvania that runs through Berks County, connecting rural and suburban communities east of Reading.
  • B. Pennsylvania Route 551
    Pennsylvania Route 551 is a north–south state highway in western Pennsylvania that connects rural communities in Lawrence and Beaver counties to larger regional routes.
  • C. 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.
  • D. Pennsylvania Route 356
    Pennsylvania Route 356 is a state highway in western Pennsylvania that connects several communities, including Saxonburg, to larger regional routes and urban centers.
  • E. 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.
  • 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 576
Triple: [Pennsylvania Turnpike, hasRouteNumber, Pennsylvania Route 576]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 576
Target entity description: 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.
  • A. Pennsylvania Route 562
    Pennsylvania Route 562 is a state highway in southeastern Pennsylvania that runs through Berks County, connecting rural and suburban communities east of Reading.
  • B. Pennsylvania Route 551
    Pennsylvania Route 551 is a north–south state highway in western Pennsylvania that connects rural communities in Lawrence and Beaver counties to larger regional routes.
  • C. 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.
  • D. Pennsylvania Route 356
    Pennsylvania Route 356 is a state highway in western Pennsylvania that connects several communities, including Saxonburg, to larger regional routes and urban centers.
  • E. 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.
  • 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_69ca83d6c14c8190bc056d927f00a2a2 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc95c93ee48190842623b57e50f4cf completed April 1, 2026, 3:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69d14bc281688190b65b8224b70f08d7 completed April 4, 2026, 5:34 p.m.
NEDg Description generation batch_69d14ca535588190aa2ff77f0658226b completed April 4, 2026, 5:38 p.m.
NED2 Entity disambiguation (via description) batch_69d14d29d32c8190a8615b3450492abc completed April 4, 2026, 5:40 p.m.
Created at: March 30, 2026, 7:12 p.m.