Triple

T196829
Position Surface form Disambiguated ID Type / Status
Subject Barton County, Missouri E3834 entity
Predicate hasMajorHighway P385 FINISHED
Object U.S. Route 71
U.S. Route 71 is a major north–south United States highway running from Louisiana through several Midwestern states to the Canadian border in Minnesota.
E102708 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 71 | Statement: [Barton County, Missouri, hasMajorHighway, U.S. Route 71]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 71
Context triple: [Barton County, Missouri, hasMajorHighway, U.S. Route 71]
  • A. U.S. Route 61
    U.S. Route 61 is a major north–south United States highway, often called the "Blues Highway," that runs along the Mississippi River from New Orleans, Louisiana, to the Minnesota–Canada border.
  • B. U.S. Route 69
    U.S. Route 69 is a major north–south United States highway that runs from Texas through several central states, connecting numerous cities and regional transportation networks.
  • C. U.S. Route 34
    U.S. Route 34 is a major east–west U.S. Highway running from Colorado through the Midwest to Illinois, serving as an important regional transportation corridor.
  • D. U.S. Route 75
    U.S. Route 75 is a major north–south U.S. Highway running from Texas through the central United States, serving as a key transportation corridor for cities such as Dallas.
  • E. U.S. Route 70
    U.S. Route 70 is a major east–west United States highway that stretches from Arizona to North Carolina, serving as an important transportation corridor across the southern part of the country.
  • 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 71
Triple: [Barton County, Missouri, hasMajorHighway, U.S. Route 71]
Generated description
U.S. Route 71 is a major north–south United States highway running from Louisiana through several Midwestern states to the Canadian border in Minnesota.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 71
Target entity description: U.S. Route 71 is a major north–south United States highway running from Louisiana through several Midwestern states to the Canadian border in Minnesota.
  • A. U.S. Route 61
    U.S. Route 61 is a major north–south United States highway, often called the "Blues Highway," that runs along the Mississippi River from New Orleans, Louisiana, to the Minnesota–Canada border.
  • B. U.S. Route 69
    U.S. Route 69 is a major north–south United States highway that runs from Texas through several central states, connecting numerous cities and regional transportation networks.
  • C. U.S. Route 34
    U.S. Route 34 is a major east–west U.S. Highway running from Colorado through the Midwest to Illinois, serving as an important regional transportation corridor.
  • D. U.S. Route 75
    U.S. Route 75 is a major north–south U.S. Highway running from Texas through the central United States, serving as a key transportation corridor for cities such as Dallas.
  • E. U.S. Route 70
    U.S. Route 70 is a major east–west United States highway that stretches from Arizona to North Carolina, serving as an important transportation corridor across the southern part of the country.
  • 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_69a2548debd48190ae3a06d6e65b53c6 completed Feb. 28, 2026, 2:35 a.m.
NER Named-entity recognition batch_69a2598594388190a56f36fa036eac84 completed Feb. 28, 2026, 2:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69a7b82d2d5c8190b5cd8779fcbc8e81 completed March 4, 2026, 4:42 a.m.
NEDg Description generation batch_69a7b9279564819084bb4c759a09421c completed March 4, 2026, 4:46 a.m.
NED2 Entity disambiguation (via description) batch_69a7b9912a3c81908eb004554d92f8e3 completed March 4, 2026, 4:48 a.m.
Created at: Feb. 28, 2026, 2:41 a.m.