Triple

T708742
Position Surface form Disambiguated ID Type / Status
Subject Front Royal E14159 entity
Predicate connectedByHighway P385 FINISHED
Object U.S. Route 522
U.S. Route 522 is a north–south United States highway running through Virginia, West Virginia, Maryland, and Pennsylvania, linking rural communities and small cities across the Mid-Atlantic region.
E475933 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 | Statement: [Front Royal, connectedByHighway, U.S. Route 522]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 522
Context triple: [Front Royal, connectedByHighway, U.S. Route 522]
  • A. U.S. Route 321
    U.S. Route 321 is a major north–south U.S. highway in the southeastern United States that connects Tennessee, North Carolina, and South Carolina, linking cities such as Knoxville, Boone, and Columbia.
  • B. U.S. Route 220
    U.S. Route 220 is a major north–south U.S. Highway running from Rockingham, North Carolina, to Waverly, New York, passing through several Mid-Atlantic and Appalachian states.
  • C. U.S. Route 221
    U.S. Route 221 is a north–south United States highway that runs through several southeastern states, connecting rural communities and regional centers.
  • D. U.S. Route 421
    U.S. Route 421 is a major U.S. highway running generally northeast–southwest across several states in the southeastern United States, connecting cities from North Carolina to Indiana.
  • E. North Carolina Highway 22
    North Carolina Highway 22 is a primary state highway in North Carolina that runs generally north–south, serving as a connector route through several central counties and communities.
  • 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
Triple: [Front Royal, connectedByHighway, U.S. Route 522]
Generated description
U.S. Route 522 is a north–south United States highway running through Virginia, West Virginia, Maryland, and Pennsylvania, linking rural communities and small cities across the Mid-Atlantic region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 522
Target entity description: U.S. Route 522 is a north–south United States highway running through Virginia, West Virginia, Maryland, and Pennsylvania, linking rural communities and small cities across the Mid-Atlantic region.
  • A. U.S. Route 321
    U.S. Route 321 is a major north–south U.S. highway in the southeastern United States that connects Tennessee, North Carolina, and South Carolina, linking cities such as Knoxville, Boone, and Columbia.
  • B. U.S. Route 220
    U.S. Route 220 is a major north–south U.S. Highway running from Rockingham, North Carolina, to Waverly, New York, passing through several Mid-Atlantic and Appalachian states.
  • C. U.S. Route 221
    U.S. Route 221 is a north–south United States highway that runs through several southeastern states, connecting rural communities and regional centers.
  • D. U.S. Route 421
    U.S. Route 421 is a major U.S. highway running generally northeast–southwest across several states in the southeastern United States, connecting cities from North Carolina to Indiana.
  • E. North Carolina Highway 22
    North Carolina Highway 22 is a primary state highway in North Carolina that runs generally north–south, serving as a connector route through several central counties and communities.
  • 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_69a493494ec48190ae6751683625a9ba completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4aa9a1dcc81908bdb7b960765fde5 completed March 1, 2026, 9:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69be67a122ac81909843cd58f3f8f08d completed March 21, 2026, 9:40 a.m.
NEDg Description generation batch_69be6874a1348190ac90c137299d4468 completed March 21, 2026, 9:44 a.m.
NED2 Entity disambiguation (via description) batch_69be68c77c088190a57376c608abe4c0 completed March 21, 2026, 9:45 a.m.
Created at: March 1, 2026, 7:36 p.m.