Triple

T10481822
Position Surface form Disambiguated ID Type / Status
Subject Andrews, South Carolina E247189 entity
Predicate hasTransportation P105 FINISHED
Object U.S. Route 521
U.S. Route 521 is a U.S. highway running through the Carolinas, connecting rural communities and small towns to larger regional routes and urban centers.
E1218533 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 521 | Statement: [Andrews, South Carolina, hasTransportation, U.S. Route 521]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 521
Context triple: [Andrews, South Carolina, hasTransportation, U.S. Route 521]
  • A. U.S. Route 501
    U.S. Route 501 is a U.S. Highway running through Virginia and North Carolina that serves as a key north–south transportation corridor connecting cities such as Durham and Myrtle Beach.
  • B. U.S. Route 52
    U.S. Route 52 is a major United States highway running diagonally across the Midwest and Southeast, connecting cities from North Dakota to South Carolina.
  • C. U.S. Route 378
    U.S. Route 378 is an east–west United States highway running through parts of Georgia and South Carolina, connecting several cities and towns across the region.
  • D. U.S. Route 278
    U.S. Route 278 is a major east–west United States highway that runs from Arkansas through the Deep South to the Atlantic coast, connecting numerous cities and rural areas along its multi-state corridor.
  • E. U.S. Route 189
    U.S. Route 189 is a U.S. highway in the western United States that runs through Utah and Wyoming, connecting Provo, Utah, to Jackson, Wyoming, and serving as a key route through several mountain valleys and recreational areas.
  • 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 521
Triple: [Andrews, South Carolina, hasTransportation, U.S. Route 521]
Generated description
U.S. Route 521 is a U.S. highway running through the Carolinas, connecting rural communities and small towns to larger regional routes and urban centers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 521
Target entity description: U.S. Route 521 is a U.S. highway running through the Carolinas, connecting rural communities and small towns to larger regional routes and urban centers.
  • A. U.S. Route 501
    U.S. Route 501 is a U.S. Highway running through Virginia and North Carolina that serves as a key north–south transportation corridor connecting cities such as Durham and Myrtle Beach.
  • B. U.S. Route 52
    U.S. Route 52 is a major United States highway running diagonally across the Midwest and Southeast, connecting cities from North Dakota to South Carolina.
  • C. U.S. Route 378
    U.S. Route 378 is an east–west United States highway running through parts of Georgia and South Carolina, connecting several cities and towns across the region.
  • D. U.S. Route 278
    U.S. Route 278 is a major east–west United States highway that runs from Arkansas through the Deep South to the Atlantic coast, connecting numerous cities and rural areas along its multi-state corridor.
  • E. U.S. Route 189
    U.S. Route 189 is a U.S. highway in the western United States that runs through Utah and Wyoming, connecting Provo, Utah, to Jackson, Wyoming, and serving as a key route through several mountain valleys and recreational areas.
  • 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_69d381c309b88190af78aa681cf6a4c2 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d5095d21c08190a0b2f3e57fabb1d8 completed April 7, 2026, 1:40 p.m.
NED1 Entity disambiguation (via context triple) batch_6a006065741c8190ad4ceb6bd3d60f9f completed May 10, 2026, 10:39 a.m.
NEDg Description generation batch_6a00620e66788190acccf2c8fce00943 completed May 10, 2026, 10:46 a.m.
NED2 Entity disambiguation (via description) batch_6a0062665d908190b8127b21edcad30e completed May 10, 2026, 10:48 a.m.
Created at: April 6, 2026, 12:22 p.m.