Triple

T13332950
Position Surface form Disambiguated ID Type / Status
Subject Tennessee State Route 35 E317616 entity
Predicate hasJunctionWith P1018 FINISHED
Object U.S. Route 321 in Maryville
U.S. Route 321 in Maryville is a major north–south highway segment in Blount County, Tennessee, that serves as a key connector through the city and links it to nearby regional destinations.
E1035239 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 321 in Maryville | Statement: [Tennessee State Route 35, hasJunctionWith, U.S. Route 321 in Maryville]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 321 in Maryville
Context triple: [Tennessee State Route 35, hasJunctionWith, U.S. Route 321 in Maryville]
  • A. U.S. Route 321 in North Carolina
    U.S. Route 321 in North Carolina is a major north–south highway that connects the Charlotte metropolitan area with the foothills and High Country regions, serving cities such as Gastonia, Hickory, Lenoir, and Boone.
  • B. U.S. Route 321 in South Carolina
    U.S. Route 321 in South Carolina is a north–south United States highway that connects several communities between the Georgia state line and the North Carolina border, serving as an important inland alternative to more coastal routes.
  • C. U.S. Route 321 Business
    U.S. Route 321 Business is a business loop of U.S. Route 321 that serves as a primary commercial and local traffic corridor through Newton, North Carolina.
  • D. U.S. Route 23 in North Carolina
    U.S. Route 23 in North Carolina is a major north–south highway traversing the state's western region, connecting mountain communities and serving as an important corridor for regional travel and commerce.
  • E. U.S. Route 21 in North Carolina
    U.S. Route 21 in North Carolina is a north–south United States highway that runs from the Charlotte metropolitan area through the Piedmont toward the Virginia state line, serving as a regional connector for several communities along its corridor.
  • 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 321 in Maryville
Triple: [Tennessee State Route 35, hasJunctionWith, U.S. Route 321 in Maryville]
Generated description
U.S. Route 321 in Maryville is a major north–south highway segment in Blount County, Tennessee, that serves as a key connector through the city and links it to nearby regional destinations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 321 in Maryville
Target entity description: U.S. Route 321 in Maryville is a major north–south highway segment in Blount County, Tennessee, that serves as a key connector through the city and links it to nearby regional destinations.
  • A. U.S. Route 321 in North Carolina
    U.S. Route 321 in North Carolina is a major north–south highway that connects the Charlotte metropolitan area with the foothills and High Country regions, serving cities such as Gastonia, Hickory, Lenoir, and Boone.
  • B. U.S. Route 321 in South Carolina
    U.S. Route 321 in South Carolina is a north–south United States highway that connects several communities between the Georgia state line and the North Carolina border, serving as an important inland alternative to more coastal routes.
  • C. U.S. Route 321 Business
    U.S. Route 321 Business is a business loop of U.S. Route 321 that serves as a primary commercial and local traffic corridor through Newton, North Carolina.
  • D. U.S. Route 23 in North Carolina
    U.S. Route 23 in North Carolina is a major north–south highway traversing the state's western region, connecting mountain communities and serving as an important corridor for regional travel and commerce.
  • E. U.S. Route 21 in North Carolina
    U.S. Route 21 in North Carolina is a north–south United States highway that runs from the Charlotte metropolitan area through the Piedmont toward the Virginia state line, serving as a regional connector for several communities along its corridor.
  • 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_69d806b4d62c81908d4ced1665414be5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d99cfdc9388190af1fdd3cd4717bd8 completed April 11, 2026, 12:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69f71f36e4cc819093007404ceb5da31 completed May 3, 2026, 10:11 a.m.
NEDg Description generation batch_69f72126765481908ef6e6ae7349bd30 completed May 3, 2026, 10:19 a.m.
NED2 Entity disambiguation (via description) batch_69f7221af9e881908b65ab2e7aec0c78 completed May 3, 2026, 10:23 a.m.
Created at: April 9, 2026, 9:30 p.m.