Triple

T2070755
Position Surface form Disambiguated ID Type / Status
Subject Yuma County, Arizona E44809 entity
Predicate hasMajorHighway P385 FINISHED
Object U.S. Route 95 Alternate
U.S. Route 95 Alternate is an auxiliary highway of U.S. Route 95 that provides an alternate north–south route through parts of southwestern Arizona, including Yuma County.
E408701 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 95 Alternate | Statement: [Yuma County, Arizona, hasMajorHighway, U.S. Route 95 Alternate]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 95 Alternate
Context triple: [Yuma County, Arizona, hasMajorHighway, U.S. Route 95 Alternate]
  • A. U.S. Route 93 Alternate
    U.S. Route 93 Alternate is an alternate alignment of U.S. Route 93 in northeastern Nevada that provides an additional north–south highway corridor through Elko County.
  • B. U.S. Route 95A
    U.S. Route 95A is an alternate U.S. highway in western Nevada that branches from U.S. Route 95 to serve communities such as Fernley and Yerington.
  • C. U.S. Route 95
    U.S. Route 95 is a major north–south United States highway running from the Mexican border in Arizona to the Canadian border in Idaho, traversing several western states.
  • D. 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.
  • E. U.S. Route 275
    U.S. Route 275 is a north–south U.S. Highway in the central United States that runs through parts of Nebraska, Iowa, and Missouri, serving as a regional connector between rural communities and larger transportation corridors.
  • 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 95 Alternate
Triple: [Yuma County, Arizona, hasMajorHighway, U.S. Route 95 Alternate]
Generated description
U.S. Route 95 Alternate is an auxiliary highway of U.S. Route 95 that provides an alternate north–south route through parts of southwestern Arizona, including Yuma County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 95 Alternate
Target entity description: U.S. Route 95 Alternate is an auxiliary highway of U.S. Route 95 that provides an alternate north–south route through parts of southwestern Arizona, including Yuma County.
  • A. U.S. Route 93 Alternate
    U.S. Route 93 Alternate is an alternate alignment of U.S. Route 93 in northeastern Nevada that provides an additional north–south highway corridor through Elko County.
  • B. U.S. Route 95A chosen
    U.S. Route 95A is an alternate U.S. highway in western Nevada that branches from U.S. Route 95 to serve communities such as Fernley and Yerington.
  • C. U.S. Route 95
    U.S. Route 95 is a major north–south United States highway running from the Mexican border in Arizona to the Canadian border in Idaho, traversing several western states.
  • D. 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.
  • E. U.S. Route 275
    U.S. Route 275 is a north–south U.S. Highway in the central United States that runs through parts of Nebraska, Iowa, and Missouri, serving as a regional connector between rural communities and larger transportation corridors.
  • 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_69a88916c2b48190a5ca2e9b12cad3ed completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb9f677108190aea3c8db7850c892 completed March 7, 2026, 5:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69be0ffd52188190addb5fa69c45e9d7 completed March 21, 2026, 3:26 a.m.
NEDg Description generation batch_69be10cce8d0819093c9f1c721142e48 completed March 21, 2026, 3:30 a.m.
NED2 Entity disambiguation (via description) batch_69be119987bc8190b0b0f75a2c07a60c completed March 21, 2026, 3:33 a.m.
Created at: March 4, 2026, 7:41 p.m.