Triple

T173892
Position Surface form Disambiguated ID Type / Status
Subject United States Numbered Highway System E3535 entity
Predicate includes P1393 FINISHED
Object 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.
E95220 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 | Statement: [United States Numbered Highway System, includes, U.S. Route 95]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 95
Context triple: [United States Numbered Highway System, includes, U.S. Route 95]
  • A. U.S. Route 50
    U.S. Route 50 is a major transcontinental U.S. highway running east–west across the country from the Atlantic coast in Maryland to California, passing through numerous states and key cities along the way.
  • B. U.S. Route 20
    U.S. Route 20 is a major east–west United States highway that stretches from the Pacific Northwest to New England, serving as one of the longest roads in the national highway system.
  • C. U.S. Route 6
    U.S. Route 6 is a major transcontinental U.S. highway running from Massachusetts to California, historically known as one of the longest highways in the United States.
  • D. 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.
  • E. 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.
  • 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
Triple: [United States Numbered Highway System, includes, U.S. Route 95]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 95
Target entity description: 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.
  • A. U.S. Route 50
    U.S. Route 50 is a major transcontinental U.S. highway running east–west across the country from the Atlantic coast in Maryland to California, passing through numerous states and key cities along the way.
  • B. U.S. Route 20
    U.S. Route 20 is a major east–west United States highway that stretches from the Pacific Northwest to New England, serving as one of the longest roads in the national highway system.
  • C. U.S. Route 6
    U.S. Route 6 is a major transcontinental U.S. highway running from Massachusetts to California, historically known as one of the longest highways in the United States.
  • D. 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.
  • E. 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.
  • 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_69a25374990081909766d30c79a18e0e completed Feb. 28, 2026, 2:31 a.m.
NER Named-entity recognition batch_69a258e1ec008190a89dd452f72574f4 completed Feb. 28, 2026, 2:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69a6891458408190a01baf3f2e118ac5 completed March 3, 2026, 7:09 a.m.
NEDg Description generation batch_69a697cc38d081909d22c017e164de89 completed March 3, 2026, 8:11 a.m.
NED2 Entity disambiguation (via description) batch_69a6d51b8938819080dbbdae1c69a13a completed March 3, 2026, 12:33 p.m.
Created at: Feb. 28, 2026, 2:39 a.m.