Triple

T23427706
Position Surface form Disambiguated ID Type / Status
Subject Pennsylvania Route 72 E563239 entity
Predicate abbreviation P43 FINISHED
Object PA 72
PA 72 is a state highway in Pennsylvania that runs generally north–south, connecting the city of Lancaster with communities in Lebanon County and beyond.
 E1586542 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 72 | Statement: [Pennsylvania Route 72, abbreviation, PA 72]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: PA 72
Context triple: [Pennsylvania Route 72, abbreviation, PA 72]
  • A. PA 791
    PA 791 is a short state highway in Pennsylvania that serves as a local connector route within the state's road network.
  • B. PA 741
    PA 741 is a state highway in Pennsylvania that runs through Lancaster County, connecting rural areas, small towns, and local attractions.
  • C. PA 228
    PA 228 is a state highway in western Pennsylvania that serves as a major east–west connector through Butler County, linking suburban communities, commercial areas, and other key routes north of Pittsburgh.
  • D. PA 132
    PA 132 is a state highway in Pennsylvania that serves as a key east–west arterial route through suburban communities, particularly in Bucks County.
  • E. PA 208
    PA 208 is a state highway in Pennsylvania that runs through several rural communities, connecting local towns and major routes in the western 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 72
Triple: [Pennsylvania Route 72, abbreviation, PA 72]
Generated description
PA 72 is a state highway in Pennsylvania that runs generally north–south, connecting the city of Lancaster with communities in Lebanon County and beyond.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: PA 72
Target entity description: PA 72 is a state highway in Pennsylvania that runs generally north–south, connecting the city of Lancaster with communities in Lebanon County and beyond.
  • A. PA 791
    PA 791 is a short state highway in Pennsylvania that serves as a local connector route within the state's road network.
  • B. PA 741
    PA 741 is a state highway in Pennsylvania that runs through Lancaster County, connecting rural areas, small towns, and local attractions.
  • C. PA 228
    PA 228 is a state highway in western Pennsylvania that serves as a major east–west connector through Butler County, linking suburban communities, commercial areas, and other key routes north of Pittsburgh.
  • D. PA 132
    PA 132 is a state highway in Pennsylvania that serves as a key east–west arterial route through suburban communities, particularly in Bucks County.
  • E. PA 208
    PA 208 is a state highway in Pennsylvania that runs through several rural communities, connecting local towns and major routes in the western 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_69e24553980c8190bb66a2ae0bdab125 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f1a54ae8ac8190b0bae2560582c904 completed April 29, 2026, 6:29 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c67a7b9d88190897588a9ec4fbd2a completed May 19, 2026, 1:37 p.m.
NEDg Description generation batch_6a0c7216508c81909bd949d50ee2d48b completed May 19, 2026, 2:22 p.m.
NED2 Entity disambiguation (via description) batch_6a0c76ed37b08190af81b4ae2dc7c028 completed May 19, 2026, 2:42 p.m.
Created at: April 17, 2026, 5:48 p.m.