Triple

T1614066
Position Surface form Disambiguated ID Type / Status
Subject Provo, Utah E34672 entity
Predicate servedBy P82 FINISHED
Object U.S. Route 89
U.S. Route 89 is a major north–south U.S. highway in the western United States that runs through multiple states and national parks, often called the "National Park Highway."
 E412674 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 89 | Statement: [Provo, Utah, servedBy, U.S. Route 89]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 89
Context triple: [Provo, Utah, servedBy, U.S. Route 89]
  • A. U.S. Route 191
    U.S. Route 191 is a north–south United States highway that runs through the Four Corners region, connecting communities across Arizona, Utah, and surrounding states.
  • B. 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.
  • C. U.S. Route 395
    U.S. Route 395 is a major north–south U.S. highway in the western United States that runs from Southern California through the eastern Sierra Nevada and into the Pacific Northwest.
  • D. U.S. Route 60
    U.S. Route 60 is a major east–west United States highway that stretches from Arizona to Virginia, passing through states such as New Mexico, Texas, Oklahoma, and Kentucky.
  • E. 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.
  • 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 89
Triple: [Provo, Utah, servedBy, U.S. Route 89]
Generated description
U.S. Route 89 is a major north–south U.S. highway in the western United States that runs through multiple states and national parks, often called the "National Park Highway."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 89
Target entity description: U.S. Route 89 is a major north–south U.S. highway in the western United States that runs through multiple states and national parks, often called the "National Park Highway."
  • A. U.S. Route 191
    U.S. Route 191 is a north–south United States highway that runs through the Four Corners region, connecting communities across Arizona, Utah, and surrounding states.
  • B. 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.
  • C. U.S. Route 395
    U.S. Route 395 is a major north–south U.S. highway in the western United States that runs from Southern California through the eastern Sierra Nevada and into the Pacific Northwest.
  • D. U.S. Route 60
    U.S. Route 60 is a major east–west United States highway that stretches from Arizona to Virginia, passing through states such as New Mexico, Texas, Oklahoma, and Kentucky.
  • E. 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.
  • 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_69a885ffc5ec819091afa325d5f9611c completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a9098f384c81909ef836ee779466e2 completed March 5, 2026, 4:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69b56b1a598c8190822f1d0cdd98fdbc completed March 14, 2026, 2:05 p.m.
NEDg Description generation batch_69b56bfa5a048190a2001d97d1664250 completed March 14, 2026, 2:08 p.m.
NED2 Entity disambiguation (via description) batch_69b56c7d7dac8190a9eced9fe7c4499a completed March 14, 2026, 2:11 p.m.
Created at: March 4, 2026, 7:28 p.m.