Triple

T8168365
Position Surface form Disambiguated ID Type / Status
Subject Hanover, Pennsylvania E190751 entity
Predicate hasTransportation P105 FINISHED
Object Pennsylvania Route 116
Pennsylvania Route 116 is a state highway in south-central Pennsylvania that connects the borough of Hanover with nearby communities and regional routes.
 E758728 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 116 | Statement: [Hanover, Pennsylvania, hasTransportation, Pennsylvania Route 116]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pennsylvania Route 116
Context triple: [Hanover, Pennsylvania, hasTransportation, Pennsylvania Route 116]
  • A. Pennsylvania Route 115
    Pennsylvania Route 115 is a state highway in northeastern Pennsylvania that connects the Wilkes-Barre area to the Pocono region, serving as a key route to recreational and resort destinations.
  • B. Pennsylvania Route 113
    Pennsylvania Route 113 is a state highway in southeastern Pennsylvania that runs generally northeast–southwest through suburban and rural communities, connecting towns such as Phoenixville, Collegeville, and Souderton.
  • C. Pennsylvania Route 151
    Pennsylvania Route 151 is a state highway in western Pennsylvania that serves as an east–west connector through Beaver County, linking rural communities and local roads to larger regional routes.
  • D. Pennsylvania Route 136
    Pennsylvania Route 136 is a state highway in southwestern Pennsylvania that runs east–west through Washington and Westmoreland counties, connecting several small communities and intersecting major regional routes.
  • E. Pennsylvania Route 132
    Pennsylvania Route 132 is a state highway in southeastern Pennsylvania that serves as a key east–west arterial route through suburban communities in Bucks County.
  • 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 116
Triple: [Hanover, Pennsylvania, hasTransportation, Pennsylvania Route 116]
Generated description
Pennsylvania Route 116 is a state highway in south-central Pennsylvania that connects the borough of Hanover with nearby communities and regional routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pennsylvania Route 116
Target entity description: Pennsylvania Route 116 is a state highway in south-central Pennsylvania that connects the borough of Hanover with nearby communities and regional routes.
  • A. Pennsylvania Route 115
    Pennsylvania Route 115 is a state highway in northeastern Pennsylvania that connects the Wilkes-Barre area to the Pocono region, serving as a key route to recreational and resort destinations.
  • B. Pennsylvania Route 113
    Pennsylvania Route 113 is a state highway in southeastern Pennsylvania that runs generally northeast–southwest through suburban and rural communities, connecting towns such as Phoenixville, Collegeville, and Souderton.
  • C. Pennsylvania Route 151
    Pennsylvania Route 151 is a state highway in western Pennsylvania that serves as an east–west connector through Beaver County, linking rural communities and local roads to larger regional routes.
  • D. Pennsylvania Route 136
    Pennsylvania Route 136 is a state highway in southwestern Pennsylvania that runs east–west through Washington and Westmoreland counties, connecting several small communities and intersecting major regional routes.
  • E. Pennsylvania Route 132
    Pennsylvania Route 132 is a state highway in southeastern Pennsylvania that serves as a key east–west arterial route through suburban communities in Bucks County.
  • 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_69ca82c0ef14819083713f4473dd847c completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb466abfe48190b4eb2f23b1e28668 completed March 31, 2026, 3:58 a.m.
NED1 Entity disambiguation (via context triple) batch_69cf6e5358888190ad1b5771ca00a097 completed April 3, 2026, 7:37 a.m.
NEDg Description generation batch_69cf7041b6bc81909924d1382b756746 completed April 3, 2026, 7:46 a.m.
NED2 Entity disambiguation (via description) batch_69cf714f22c48190a192c6fc32debfd6 completed April 3, 2026, 7:50 a.m.
Created at: March 30, 2026, 5:39 p.m.