Triple

T7470633
Position Surface form Disambiguated ID Type / Status
Subject Bryn Mawr, Pennsylvania E176493 entity
Predicate majorRoad P385 FINISHED
Object Pennsylvania Route 320
Pennsylvania Route 320 is a state highway in southeastern Pennsylvania that runs through several Philadelphia suburbs, including the community of Bryn Mawr.
E691323 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 320 | Statement: [Bryn Mawr, Pennsylvania, majorRoad, Pennsylvania Route 320]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 320
Context triple: [Bryn Mawr, Pennsylvania, majorRoad, Pennsylvania Route 320]
  • A. Pennsylvania Route 332
    Pennsylvania Route 332 is a state highway in southeastern Pennsylvania that connects several suburban communities in Bucks County and serves as a key east–west commuter route.
  • B. Pennsylvania Route 352
    Pennsylvania Route 352 is a state highway in southeastern Pennsylvania that runs generally north–south through Delaware and Chester counties, connecting suburban communities and serving as a commuter route.
  • C. Pennsylvania Route 380
    Pennsylvania Route 380 is a state highway in western Pennsylvania that connects suburban communities east of Pittsburgh and serves as a key commuter route in the region.
  • D. Pennsylvania Route 309
    Pennsylvania Route 309 is a major north–south state highway in eastern Pennsylvania that connects several key cities and suburbs, serving as an important commuter and regional travel corridor.
  • E. Pennsylvania Route 313
    Pennsylvania Route 313 is a state highway in southeastern Pennsylvania that runs through Bucks County, connecting Doylestown with several nearby communities.
  • 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 320
Triple: [Bryn Mawr, Pennsylvania, majorRoad, Pennsylvania Route 320]
Generated description
Pennsylvania Route 320 is a state highway in southeastern Pennsylvania that runs through several Philadelphia suburbs, including the community of Bryn Mawr.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 320
Target entity description: Pennsylvania Route 320 is a state highway in southeastern Pennsylvania that runs through several Philadelphia suburbs, including the community of Bryn Mawr.
  • A. Pennsylvania Route 332
    Pennsylvania Route 332 is a state highway in southeastern Pennsylvania that connects several suburban communities in Bucks County and serves as a key east–west commuter route.
  • B. Pennsylvania Route 352
    Pennsylvania Route 352 is a state highway in southeastern Pennsylvania that runs generally north–south through Delaware and Chester counties, connecting suburban communities and serving as a commuter route.
  • C. Pennsylvania Route 380
    Pennsylvania Route 380 is a state highway in western Pennsylvania that connects suburban communities east of Pittsburgh and serves as a key commuter route in the region.
  • D. Pennsylvania Route 309
    Pennsylvania Route 309 is a major north–south state highway in eastern Pennsylvania that connects several key cities and suburbs, serving as an important commuter and regional travel corridor.
  • E. Pennsylvania Route 313
    Pennsylvania Route 313 is a state highway in southeastern Pennsylvania that runs through Bucks County, connecting Doylestown with several nearby communities.
  • 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_69c69f223fd88190b4c69b95d7cbeeda completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f4145d608190bd93239f04f7da41 completed March 27, 2026, 9:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69c9765b3c5081908c3114271b5d3e15 completed March 29, 2026, 6:58 p.m.
NEDg Description generation batch_69c977c497ac8190a6689565d7104afd completed March 29, 2026, 7:04 p.m.
NED2 Entity disambiguation (via description) batch_69c977f2d7248190814fa90eab881688 completed March 29, 2026, 7:05 p.m.
Created at: March 27, 2026, 3:41 p.m.