Triple

T13102429
Position Surface form Disambiguated ID Type / Status
Subject U.S. Highways in Virginia E310749 entity
Predicate includesRoute P4374 FINISHED
Object U.S. Route 522 in Virginia
U.S. Route 522 in Virginia is a north–south U.S. Highway that traverses the northern part of the state, connecting rural communities with towns and cities such as Winchester and Culpeper.
E323831 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 522 in Virginia | Statement: [U.S. Highways in Virginia, includesRoute, U.S. Route 522 in Virginia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 522 in Virginia
Context triple: [U.S. Highways in Virginia, includesRoute, U.S. Route 522 in Virginia]
  • A. U.S. Route 220 in North Carolina
    U.S. Route 220 in North Carolina is a major north–south highway that connects cities such as Rockingham, Asheboro, and Greensboro, serving as a key corridor through the central part of the state.
  • B. U.S. Route 52 in North Carolina
    U.S. Route 52 in North Carolina is a major north–south U.S. Highway that traverses the state, connecting cities such as Winston-Salem and Mount Airy while serving as an important regional transportation corridor.
  • C. U.S. Route 29 in Virginia
    U.S. Route 29 in Virginia is a major north–south highway that traverses the state from the North Carolina border to Washington, D.C., connecting cities such as Danville, Lynchburg, Charlottesville, and Fairfax.
  • D. U.S. Route 522 in Berkeley Springs, West Virginia
    U.S. Route 522 in Berkeley Springs, West Virginia is a north–south U.S. highway that serves as the main thoroughfare through the town, connecting it to regional destinations in West Virginia, Maryland, and Pennsylvania.
  • E. U.S. Route 58 in Virginia
    U.S. Route 58 in Virginia is a major east–west highway spanning the southern part of the state, connecting numerous rural communities and cities from the Cumberland Gap to the Atlantic coast.
  • 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 522 in Virginia
Triple: [U.S. Highways in Virginia, includesRoute, U.S. Route 522 in Virginia]
Generated description
U.S. Route 522 in Virginia is a north–south U.S. Highway that traverses the northern part of the state, connecting rural communities with towns and cities such as Winchester and Culpeper.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 522 in Virginia
Target entity description: U.S. Route 522 in Virginia is a north–south U.S. Highway that traverses the northern part of the state, connecting rural communities with towns and cities such as Winchester and Culpeper.
  • A. U.S. Route 220 in North Carolina
    U.S. Route 220 in North Carolina is a major north–south highway that connects cities such as Rockingham, Asheboro, and Greensboro, serving as a key corridor through the central part of the state.
  • B. U.S. Route 52 in North Carolina
    U.S. Route 52 in North Carolina is a major north–south U.S. Highway that traverses the state, connecting cities such as Winston-Salem and Mount Airy while serving as an important regional transportation corridor.
  • C. U.S. Route 29 in Virginia
    U.S. Route 29 in Virginia is a major north–south highway that traverses the state from the North Carolina border to Washington, D.C., connecting cities such as Danville, Lynchburg, Charlottesville, and Fairfax.
  • D. U.S. Route 522 in Berkeley Springs, West Virginia chosen
    U.S. Route 522 in Berkeley Springs, West Virginia is a north–south U.S. highway that serves as the main thoroughfare through the town, connecting it to regional destinations in West Virginia, Maryland, and Pennsylvania.
  • E. U.S. Route 58 in Virginia
    U.S. Route 58 in Virginia is a major east–west highway spanning the southern part of the state, connecting numerous rural communities and cities from the Cumberland Gap to the Atlantic coast.
  • F. None of above.

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_69d806a872d08190a329806f8ff30df4 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d981515d488190908d3cca1b84a42d completed April 10, 2026, 11:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6e275df6c819096bb59e64df35216 completed May 3, 2026, 5:51 a.m.
NEDg Description generation batch_69f6e32bf5508190b4dc58971f8f64d0 completed May 3, 2026, 5:54 a.m.
NED2 Entity disambiguation (via description) batch_69f6e40a13c8819084daf9b77b46a181 completed May 3, 2026, 5:58 a.m.
Created at: April 9, 2026, 9:04 p.m.