Triple

T9546605
Position Surface form Disambiguated ID Type / Status
Subject Tower City, Pennsylvania E230304 entity
Predicate roadAccess P385 FINISHED
Object Pennsylvania Route 325
Pennsylvania Route 325 is a state highway in Pennsylvania that runs through rural, mountainous areas of Dauphin and Schuylkill counties, providing local access between small communities and connecting to larger regional routes.
E832460 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 325 | Statement: [Tower City, Pennsylvania, roadAccess, Pennsylvania Route 325]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 325
Context triple: [Tower City, Pennsylvania, roadAccess, Pennsylvania Route 325]
  • A. Pennsylvania Route 320
    Pennsylvania Route 320 is a state highway in southeastern Pennsylvania that runs through several Philadelphia suburbs, including the community of Bryn Mawr.
  • B. Pennsylvania Route 332
    Pennsylvania Route 332 is a state highway in southeastern Pennsylvania that connects several suburban communities in Bucks County and serves as a key east–west commuter route.
  • C. Pennsylvania Route 372
    Pennsylvania Route 372 is an east–west state highway in southeastern Pennsylvania that connects several small towns and rural communities across Lancaster and Chester counties.
  • D. Pennsylvania Route 309
    Pennsylvania Route 309 is a major north–south state highway in eastern Pennsylvania that connects several key cities and suburbs, serving as an important commuter and regional travel corridor.
  • E. Pennsylvania Route 352
    Pennsylvania Route 352 is a state highway in southeastern Pennsylvania that runs generally north–south through Delaware and Chester counties, connecting suburban communities and serving as a commuter route.
  • 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 325
Triple: [Tower City, Pennsylvania, roadAccess, Pennsylvania Route 325]
Generated description
Pennsylvania Route 325 is a state highway in Pennsylvania that runs through rural, mountainous areas of Dauphin and Schuylkill counties, providing local access between small communities and connecting to larger regional routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 325
Target entity description: Pennsylvania Route 325 is a state highway in Pennsylvania that runs through rural, mountainous areas of Dauphin and Schuylkill counties, providing local access between small communities and connecting to larger regional routes.
  • A. Pennsylvania Route 320
    Pennsylvania Route 320 is a state highway in southeastern Pennsylvania that runs through several Philadelphia suburbs, including the community of Bryn Mawr.
  • B. Pennsylvania Route 332
    Pennsylvania Route 332 is a state highway in southeastern Pennsylvania that connects several suburban communities in Bucks County and serves as a key east–west commuter route.
  • C. Pennsylvania Route 372
    Pennsylvania Route 372 is an east–west state highway in southeastern Pennsylvania that connects several small towns and rural communities across Lancaster and Chester counties.
  • D. Pennsylvania Route 309
    Pennsylvania Route 309 is a major north–south state highway in eastern Pennsylvania that connects several key cities and suburbs, serving as an important commuter and regional travel corridor.
  • E. Pennsylvania Route 352
    Pennsylvania Route 352 is a state highway in southeastern Pennsylvania that runs generally north–south through Delaware and Chester counties, connecting suburban communities and serving as a commuter route.
  • 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_69ca847c70b8819088a0a0bad64a50d6 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9902fca081909125660ae6336d3f completed April 1, 2026, 10:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69d23caf70f8819090ba25c4395c3de2 completed April 5, 2026, 10:42 a.m.
NEDg Description generation batch_69d23e6ca3908190b7ad7b932ab35ad7 completed April 5, 2026, 10:50 a.m.
NED2 Entity disambiguation (via description) batch_69d241020074819092bc2deea85a6ac0 completed April 5, 2026, 11:01 a.m.
Created at: March 30, 2026, 8:02 p.m.