Triple

T17735541
Position Surface form Disambiguated ID Type / Status
Subject Pennsylvania Route 352 E442704 entity
Predicate abbreviation P43 FINISHED
Object PA 352
PA 352 is a state highway in Pennsylvania that runs generally north–south through the southeastern part of the state, connecting various suburbs and local communities.
 E1285415 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: PA 352 | Statement: [Pennsylvania Route 352, abbreviation, PA 352]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: PA 352
Context triple: [Pennsylvania Route 352, abbreviation, PA 352]
  • A. PA 356
    PA 356 is a state highway in Pennsylvania that connects several communities in the western part of the state, serving as a regional north–south transportation corridor.
  • B. PA 363
    PA 363 is a state highway in Pennsylvania that runs through Montgomery County, serving as a connector between local communities and major routes in the region.
  • C. PA 332
    PA 332 is a state highway in Pennsylvania that runs through Bucks County, connecting several suburban communities northeast of Philadelphia.
  • D. PA 51
    PA 51 is a major north–south state highway in western Pennsylvania that connects Pittsburgh with several surrounding communities and regional routes.
  • E. PA 43
    PA 43 is a state highway in Pennsylvania that primarily serves as part of the Mon–Fayette Expressway, connecting communities in the southwestern part of the state.
  • 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: PA 352
Triple: [Pennsylvania Route 352, abbreviation, PA 352]
Generated description
PA 352 is a state highway in Pennsylvania that runs generally north–south through the southeastern part of the state, connecting various suburbs and local communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: PA 352
Target entity description: PA 352 is a state highway in Pennsylvania that runs generally north–south through the southeastern part of the state, connecting various suburbs and local communities.
  • A. PA 356
    PA 356 is a state highway in Pennsylvania that connects several communities in the western part of the state, serving as a regional north–south transportation corridor.
  • B. PA 363
    PA 363 is a state highway in Pennsylvania that runs through Montgomery County, serving as a connector between local communities and major routes in the region.
  • C. PA 332
    PA 332 is a state highway in Pennsylvania that runs through Bucks County, connecting several suburban communities northeast of Philadelphia.
  • D. PA 51
    PA 51 is a major north–south state highway in western Pennsylvania that connects Pittsburgh with several surrounding communities and regional routes.
  • E. PA 43
    PA 43 is a state highway in Pennsylvania that primarily serves as part of the Mon–Fayette Expressway, connecting communities in the southwestern part of the state.
  • 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_69d8b9ed3a2081909b2ec0d4dd2f4c37 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e478eaff6c81909c7bd438b8c6c987 completed April 19, 2026, 6:40 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0242f965148190a7b76796546ab920 completed May 11, 2026, 8:58 p.m.
NEDg Description generation batch_6a02455730948190b1151d24f260d768 completed May 11, 2026, 9:08 p.m.
NED2 Entity disambiguation (via description) batch_6a0245c34d008190ae029000dc8e9cbc completed May 11, 2026, 9:10 p.m.
Created at: April 10, 2026, 10:08 a.m.