Triple

T8168363
Position Surface form Disambiguated ID Type / Status
Subject Hanover, Pennsylvania E190751 entity
Predicate hasTransportation P105 FINISHED
Object Pennsylvania Route 94
Pennsylvania Route 94 is a state highway in south-central Pennsylvania that runs north–south between the Maryland state line and the Hanover area, serving as a key regional connector.
 E755628 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 94 | Statement: [Hanover, Pennsylvania, hasTransportation, Pennsylvania Route 94]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pennsylvania Route 94
Context triple: [Hanover, Pennsylvania, hasTransportation, Pennsylvania Route 94]
  • A. Pennsylvania Route 940
    Pennsylvania Route 940 is an east–west state highway in northeastern Pennsylvania that connects several communities in the Pocono region and serves as a local connector to major routes and interstates.
  • B. Pennsylvania Route 88
    Pennsylvania Route 88 is a state highway in southwestern Pennsylvania that runs primarily along the Monongahela River, connecting various communities south of Pittsburgh.
  • C. Pennsylvania Route 981
    Pennsylvania Route 981 is a state highway in southwestern Pennsylvania that connects several communities in Westmoreland County, including the Latrobe area.
  • D. Pennsylvania Route 982
    Pennsylvania Route 982 is a state highway in southwestern Pennsylvania that serves as a local connector route through Westmoreland County, including the Latrobe area.
  • E. Pennsylvania Route 980
    Pennsylvania Route 980 is a state highway in southwestern Pennsylvania that connects several communities in Washington County and serves as a local north–south connector 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 94
Triple: [Hanover, Pennsylvania, hasTransportation, Pennsylvania Route 94]
Generated description
Pennsylvania Route 94 is a state highway in south-central Pennsylvania that runs north–south between the Maryland state line and the Hanover area, serving as a key regional connector.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pennsylvania Route 94
Target entity description: Pennsylvania Route 94 is a state highway in south-central Pennsylvania that runs north–south between the Maryland state line and the Hanover area, serving as a key regional connector.
  • A. Pennsylvania Route 940
    Pennsylvania Route 940 is an east–west state highway in northeastern Pennsylvania that connects several communities in the Pocono region and serves as a local connector to major routes and interstates.
  • B. Pennsylvania Route 88
    Pennsylvania Route 88 is a state highway in southwestern Pennsylvania that runs primarily along the Monongahela River, connecting various communities south of Pittsburgh.
  • C. Pennsylvania Route 981
    Pennsylvania Route 981 is a state highway in southwestern Pennsylvania that connects several communities in Westmoreland County, including the Latrobe area.
  • D. Pennsylvania Route 982
    Pennsylvania Route 982 is a state highway in southwestern Pennsylvania that serves as a local connector route through Westmoreland County, including the Latrobe area.
  • E. Pennsylvania Route 980
    Pennsylvania Route 980 is a state highway in southwestern Pennsylvania that connects several communities in Washington County and serves as a local north–south connector 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_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_69cf421875f88190a005c3ffba04dffe completed April 3, 2026, 4:29 a.m.
NEDg Description generation batch_69cf43ead588819094089bea94c27207 completed April 3, 2026, 4:36 a.m.
NED2 Entity disambiguation (via description) batch_69cf453fa3e4819082466c59649c2f35 completed April 3, 2026, 4:42 a.m.
Created at: March 30, 2026, 5:39 p.m.