Triple

T4957063
Position Surface form Disambiguated ID Type / Status
Subject Pennsylvania Route 21 E111309 entity
Predicate highwayType P1019 FINISHED
Object Pennsylvania state route
A Pennsylvania state route is a numbered highway maintained by the Pennsylvania Department of Transportation that forms part of the state's primary road network.
E379662 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 state route | Statement: [Pennsylvania Route 21, highwayType, Pennsylvania state route]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pennsylvania state route
Context triple: [Pennsylvania Route 21, highwayType, Pennsylvania state route]
  • A. Pennsylvania Route 5
    Pennsylvania Route 5 is a state highway in northwestern Pennsylvania that runs along the Lake Erie shoreline, serving as a major east–west route through the city of Erie.
  • B. Pennsylvania Route 51
    Pennsylvania Route 51 is a major north–south state highway in western Pennsylvania that connects the Pittsburgh area with communities to the south, including Uniontown.
  • C. Pennsylvania Route 3
    Pennsylvania Route 3 is a major state highway in southeastern Pennsylvania that connects the city of Philadelphia with its western suburbs, including areas of Delaware County.
  • D. Pennsylvania Route 100
    Pennsylvania Route 100 is a major north–south state highway in southeastern Pennsylvania that connects suburban communities and serves as a key commuter and commercial corridor.
  • E. Pennsylvania state highway system
    The Pennsylvania state highway system is a network of state-maintained roads and routes that facilitates regional and local transportation throughout the Commonwealth of Pennsylvania.
  • 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 state route
Triple: [Pennsylvania Route 21, highwayType, Pennsylvania state route]
Generated description
A Pennsylvania state route is a numbered highway maintained by the Pennsylvania Department of Transportation that forms part of the state's primary road network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pennsylvania state route
Target entity description: A Pennsylvania state route is a numbered highway maintained by the Pennsylvania Department of Transportation that forms part of the state's primary road network.
  • A. Pennsylvania Route 5
    Pennsylvania Route 5 is a state highway in northwestern Pennsylvania that runs along the Lake Erie shoreline, serving as a major east–west route through the city of Erie.
  • B. Pennsylvania Route 51
    Pennsylvania Route 51 is a major north–south state highway in western Pennsylvania that connects the Pittsburgh area with communities to the south, including Uniontown.
  • C. Pennsylvania Route 3
    Pennsylvania Route 3 is a major state highway in southeastern Pennsylvania that connects the city of Philadelphia with its western suburbs, including areas of Delaware County.
  • D. Pennsylvania Route 100
    Pennsylvania Route 100 is a major north–south state highway in southeastern Pennsylvania that connects suburban communities and serves as a key commuter and commercial corridor.
  • E. Pennsylvania state highway system chosen
    The Pennsylvania state highway system is a network of state-maintained roads and routes that facilitates regional and local transportation throughout the Commonwealth of Pennsylvania.
  • F. None of above.

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_69bd4418390c8190b7e9766a2512ce55 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd71d6ba9c8190932f8d81240c3f56 completed March 20, 2026, 4:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69be81e144a08190b66bf07e09b6ff55 completed March 21, 2026, 11:32 a.m.
NEDg Description generation batch_69be83b10e048190889289ac2ca9f07f completed March 21, 2026, 11:40 a.m.
NED2 Entity disambiguation (via description) batch_69be843e2e50819099b2b73498c7c16e completed March 21, 2026, 11:42 a.m.
Created at: March 20, 2026, 1:32 p.m.