Triple

T7563881
Position Surface form Disambiguated ID Type / Status
Subject Kennett Square, Pennsylvania E178860 entity
Predicate hasTransportation P105 FINISHED
Object Pennsylvania Route 82
Pennsylvania Route 82 is a state highway in southeastern Pennsylvania that runs through Chester County, serving communities such as Kennett Square and connecting them to regional road networks.
E691607 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 82 | Statement: [Kennett Square, Pennsylvania, hasTransportation, Pennsylvania Route 82]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 82
Context triple: [Kennett Square, Pennsylvania, hasTransportation, Pennsylvania Route 82]
  • A. Pennsylvania Route 28
    Pennsylvania Route 28 is a major state highway in western Pennsylvania that connects the Pittsburgh area with communities along the Allegheny River and serves as an important commuter and regional traffic corridor.
  • 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 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.
  • D. Pennsylvania Route 72
    Pennsylvania Route 72 is a north–south state highway in Pennsylvania that connects the city of Lancaster with communities to the north, serving as an important regional transportation corridor.
  • E. Pennsylvania Route 208
    Pennsylvania Route 208 is a state highway in western Pennsylvania that runs east–west through several rural communities, connecting local towns and major routes in the region.
  • 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 82
Triple: [Kennett Square, Pennsylvania, hasTransportation, Pennsylvania Route 82]
Generated description
Pennsylvania Route 82 is a state highway in southeastern Pennsylvania that runs through Chester County, serving communities such as Kennett Square and connecting them to regional road networks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 82
Target entity description: Pennsylvania Route 82 is a state highway in southeastern Pennsylvania that runs through Chester County, serving communities such as Kennett Square and connecting them to regional road networks.
  • A. Pennsylvania Route 28
    Pennsylvania Route 28 is a major state highway in western Pennsylvania that connects the Pittsburgh area with communities along the Allegheny River and serves as an important commuter and regional traffic corridor.
  • 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 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.
  • D. Pennsylvania Route 72
    Pennsylvania Route 72 is a north–south state highway in Pennsylvania that connects the city of Lancaster with communities to the north, serving as an important regional transportation corridor.
  • E. Pennsylvania Route 208
    Pennsylvania Route 208 is a state highway in western Pennsylvania that runs east–west through several rural communities, connecting local towns and major routes in the region.
  • 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_69c69f2f80288190b95cceb4da92ab2b completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f8fb1c00819096bdb73334d8d72e completed March 27, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69c9953aff988190a3224050e5706589 completed March 29, 2026, 9:10 p.m.
NEDg Description generation batch_69c996242f18819094d043f3e7f6be53 completed March 29, 2026, 9:14 p.m.
NED2 Entity disambiguation (via description) batch_69c9967b4b44819096a577e75ecc3975 completed March 29, 2026, 9:15 p.m.
Created at: March 27, 2026, 3:50 p.m.