Triple

T23427730
Position Surface form Disambiguated ID Type / Status
Subject Pennsylvania Route 72 E563239 entity
Predicate intersects P1018 FINISHED
Object U.S. Route 30 in Lancaster, Pennsylvania
U.S. Route 30 in Lancaster, Pennsylvania is a major east–west highway bypassing the city that serves as a key commercial and commuter corridor through Lancaster County.
E1587250 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: U.S. Route 30 in Lancaster, Pennsylvania | Statement: [Pennsylvania Route 72, intersects, U.S. Route 30 in Lancaster, Pennsylvania]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 30 in Lancaster, Pennsylvania
Context triple: [Pennsylvania Route 72, intersects, U.S. Route 30 in Lancaster, Pennsylvania]
  • A. U.S. Route 30 in New Jersey
    U.S. Route 30 in New Jersey is a major east–west highway that runs from the Pennsylvania state line near Camden to Atlantic City, serving as a key route across southern New Jersey.
  • B. U.S. Route 30 in Indiana
    U.S. Route 30 in Indiana is a major east–west U.S. Highway that serves as a key transportation corridor across northern Indiana, connecting cities such as Fort Wayne and Valparaiso.
  • C. U.S. Route 13 in Pennsylvania
    U.S. Route 13 in Pennsylvania is a major north–south highway in the eastern part of the state that serves communities in the Philadelphia metropolitan area, including Falls Township in Bucks County.
  • D. U.S. Route 20 in Pennsylvania
    U.S. Route 20 in Pennsylvania is a major east–west highway running through the state's northwestern corner, serving the Erie area and connecting to routes toward Ohio and New York.
  • E. U.S. Route 30 (Lancaster Avenue) corridor
    The U.S. Route 30 (Lancaster Avenue) corridor is a major historic and commercial arterial route running through Philadelphia’s western suburbs and the Main Line communities of southeastern 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: U.S. Route 30 in Lancaster, Pennsylvania
Triple: [Pennsylvania Route 72, intersects, U.S. Route 30 in Lancaster, Pennsylvania]
Generated description
U.S. Route 30 in Lancaster, Pennsylvania is a major east–west highway bypassing the city that serves as a key commercial and commuter corridor through Lancaster County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 30 in Lancaster, Pennsylvania
Target entity description: U.S. Route 30 in Lancaster, Pennsylvania is a major east–west highway bypassing the city that serves as a key commercial and commuter corridor through Lancaster County.
  • A. U.S. Route 30 in New Jersey
    U.S. Route 30 in New Jersey is a major east–west highway that runs from the Pennsylvania state line near Camden to Atlantic City, serving as a key route across southern New Jersey.
  • B. U.S. Route 30 in Indiana
    U.S. Route 30 in Indiana is a major east–west U.S. Highway that serves as a key transportation corridor across northern Indiana, connecting cities such as Fort Wayne and Valparaiso.
  • C. U.S. Route 13 in Pennsylvania
    U.S. Route 13 in Pennsylvania is a major north–south highway in the eastern part of the state that serves communities in the Philadelphia metropolitan area, including Falls Township in Bucks County.
  • D. U.S. Route 20 in Pennsylvania
    U.S. Route 20 in Pennsylvania is a major east–west highway running through the state's northwestern corner, serving the Erie area and connecting to routes toward Ohio and New York.
  • E. U.S. Route 30 (Lancaster Avenue) corridor
    The U.S. Route 30 (Lancaster Avenue) corridor is a major historic and commercial arterial route running through Philadelphia’s western suburbs and the Main Line communities of southeastern Pennsylvania.
  • 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_6a0c770386a8819098358513016ae5ab completed May 19, 2026, 2:43 p.m.
Created at: April 17, 2026, 5:48 p.m.