Triple

T10134246
Position Surface form Disambiguated ID Type / Status
Subject Longview–Marshall metropolitan area E226814 entity
Predicate servedByHighway P385 FINISHED
Object U.S. Route 259
U.S. Route 259 is a north–south U.S. highway in Texas and Oklahoma that serves as a regional connector through several communities, including parts of East Texas.
E1079989 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 259 | Statement: [Longview–Marshall metropolitan area, servedByHighway, U.S. Route 259]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 259
Context triple: [Longview–Marshall metropolitan area, servedByHighway, U.S. Route 259]
  • A. U.S. Route 250
    U.S. Route 250 is a U.S. highway running generally northeast–southwest through several states in the eastern United States, connecting rural areas, small towns, and regional cities.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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 259
Triple: [Longview–Marshall metropolitan area, servedByHighway, U.S. Route 259]
Generated description
U.S. Route 259 is a north–south U.S. highway in Texas and Oklahoma that serves as a regional connector through several communities, including parts of East Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 259
Target entity description: U.S. Route 259 is a north–south U.S. highway in Texas and Oklahoma that serves as a regional connector through several communities, including parts of East Texas.
  • A. U.S. Route 250
    U.S. Route 250 is a U.S. highway running generally northeast–southwest through several states in the eastern United States, connecting rural areas, small towns, and regional cities.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69ca8433ec308190b8b25a6fe359c34c completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cdd33808048190b6023a6cd83fc179 completed April 2, 2026, 2:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69fcd082fe64819088a270f18190b172 completed May 7, 2026, 5:48 p.m.
NEDg Description generation batch_69fcd340e25881908c2ff61a40da2e7a completed May 7, 2026, 6 p.m.
NED2 Entity disambiguation (via description) batch_69fcd3fe5f5081909291e8b9af77ee33 completed May 7, 2026, 6:03 p.m.
Created at: March 30, 2026, 9:06 p.m.