Triple

T674470
Position Surface form Disambiguated ID Type / Status
Subject Chatham County, North Carolina E13048 entity
Predicate hasMajorHighway P385 FINISHED
Object U.S. Route 64
U.S. Route 64 is a major east–west United States highway that stretches from Arizona to the North Carolina coast, connecting numerous states and regional centers across the southern part of the country.
E450459 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 64 | Statement: [Chatham County, North Carolina, hasMajorHighway, U.S. Route 64]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 64
Context triple: [Chatham County, North Carolina, hasMajorHighway, U.S. Route 64]
  • A. 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.
  • B. U.S. Route 67
    U.S. Route 67 is a major north–south U.S. Highway running from the U.S.–Mexico border in Texas through several central states to the Midwest, serving as an important regional transportation corridor.
  • C. U.S. Route 59
    U.S. Route 59 is a north–south United States highway that runs from the Mexico–U.S. border in Texas to the Canada–U.S. border in Minnesota, passing through several central states.
  • D. U.S. Route 62
    U.S. Route 62 is a long east–west United States highway that stretches from the Mexican border in El Paso, Texas, to Niagara Falls, New York, passing through several central states.
  • E. 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.
  • 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 64
Triple: [Chatham County, North Carolina, hasMajorHighway, U.S. Route 64]
Generated description
U.S. Route 64 is a major east–west United States highway that stretches from Arizona to the North Carolina coast, connecting numerous states and regional centers across the southern part of the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 64
Target entity description: U.S. Route 64 is a major east–west United States highway that stretches from Arizona to the North Carolina coast, connecting numerous states and regional centers across the southern part of the country.
  • A. 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.
  • B. U.S. Route 67
    U.S. Route 67 is a major north–south U.S. Highway running from the U.S.–Mexico border in Texas through several central states to the Midwest, serving as an important regional transportation corridor.
  • C. U.S. Route 59
    U.S. Route 59 is a north–south United States highway that runs from the Mexico–U.S. border in Texas to the Canada–U.S. border in Minnesota, passing through several central states.
  • D. U.S. Route 62
    U.S. Route 62 is a long east–west United States highway that stretches from the Mexican border in El Paso, Texas, to Niagara Falls, New York, passing through several central states.
  • E. 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.
  • 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_69a4933d3bf88190972041cd8cf143b9 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4a02537d08190942ee5fc8c50610a completed March 1, 2026, 8:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdacb883188190a213986b2816cde2 completed March 20, 2026, 8:23 p.m.
NEDg Description generation batch_69bdad4e4a6c81908b5fabc7b0ec82b2 completed March 20, 2026, 8:25 p.m.
NED2 Entity disambiguation (via description) batch_69bdadad12fc81908a2424e353eeca34 completed March 20, 2026, 8:27 p.m.
Created at: March 1, 2026, 7:36 p.m.