Triple

T8858549
Position Surface form Disambiguated ID Type / Status
Subject Shippensburg, Pennsylvania E210824 entity
Predicate hasTransportation P105 FINISHED
Object 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.
E781982 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 696 | Statement: [Shippensburg, Pennsylvania, hasTransportation, Pennsylvania Route 696]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 696
Context triple: [Shippensburg, Pennsylvania, hasTransportation, Pennsylvania Route 696]
  • A. 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.
  • B. Pennsylvania Route 662
    Pennsylvania Route 662 is a state highway in Berks County, Pennsylvania, that connects rural communities and small towns between U.S. Route 222 near Moselem Springs and U.S. Route 422 in Douglassville.
  • C. Pennsylvania Route 63
    Pennsylvania Route 63 is a state highway in southeastern Pennsylvania that runs through Montgomery and Bucks counties, connecting suburban communities north of Philadelphia.
  • D. Pennsylvania Route 663
    Pennsylvania Route 663 is a state highway in southeastern Pennsylvania that connects Quakertown in Bucks County to Pottstown in Montgomery County, serving as a regional connector between several major routes.
  • E. Pennsylvania Route 68
    Pennsylvania Route 68 is a state highway in western Pennsylvania that runs east–west through Beaver County and connects several small communities to larger regional routes.
  • 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 696
Triple: [Shippensburg, Pennsylvania, hasTransportation, Pennsylvania Route 696]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 696
Target entity description: 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.
  • A. 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.
  • B. Pennsylvania Route 662
    Pennsylvania Route 662 is a state highway in Berks County, Pennsylvania, that connects rural communities and small towns between U.S. Route 222 near Moselem Springs and U.S. Route 422 in Douglassville.
  • C. Pennsylvania Route 63
    Pennsylvania Route 63 is a state highway in southeastern Pennsylvania that runs through Montgomery and Bucks counties, connecting suburban communities north of Philadelphia.
  • D. Pennsylvania Route 663
    Pennsylvania Route 663 is a state highway in southeastern Pennsylvania that connects Quakertown in Bucks County to Pottstown in Montgomery County, serving as a regional connector between several major routes.
  • E. Pennsylvania Route 68
    Pennsylvania Route 68 is a state highway in western Pennsylvania that runs east–west through Beaver County and connects several small communities to larger regional routes.
  • 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_69ca838bbddc8190ab546d737e5d350f completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc60e536648190ba8da1375478c24f completed April 1, 2026, 12:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69d054339b988190849092f178a7af2c completed April 3, 2026, 11:58 p.m.
NEDg Description generation batch_69d05653bc8881909707ceddb5c0db79 completed April 4, 2026, 12:07 a.m.
NED2 Entity disambiguation (via description) batch_69d056ef48dc8190a6360286e34e06e9 completed April 4, 2026, 12:10 a.m.
Created at: March 30, 2026, 6:50 p.m.