Triple

T22275607
Position Surface form Disambiguated ID Type / Status
Subject U.S. Highways in Tennessee E550593 entity
Predicate hasRoute P4374 FINISHED
Object U.S. Route 321 in Tennessee
U.S. Route 321 in Tennessee is a north–south U.S. highway that connects the Great Smoky Mountains region with cities such as Gatlinburg, Pigeon Forge, and Knoxville, serving as a key corridor for tourism and regional travel.
 E1533519 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 Tennessee | Statement: [U.S. Highways in Tennessee, hasRoute, U.S. Route 321 in Tennessee]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 321 in Tennessee
Context triple: [U.S. Highways in Tennessee, hasRoute, U.S. Route 321 in Tennessee]
  • A. U.S. Route 231 in Tennessee
    U.S. Route 231 in Tennessee is a north–south federal highway that connects several central Tennessee communities as part of the broader U.S. Route 231 corridor.
  • B. U.S. Route 31 in Tennessee
    U.S. Route 31 in Tennessee is a major north–south U.S. Highway corridor that passes through central Tennessee, connecting communities between the Alabama border and the Nashville metropolitan area.
  • C. U.S. Route 72 in Tennessee
    U.S. Route 72 in Tennessee is a major east–west U.S. Highway that connects the Mississippi state line to Chattanooga, serving as an important regional corridor in the southern part of the state.
  • D. U.S. Route 31W in Tennessee
    U.S. Route 31W in Tennessee is a north–south U.S. Highway that runs through central Tennessee, connecting Nashville with the Kentucky state line and serving as a key regional corridor.
  • E. U.S. Route 11E in Tennessee
    U.S. Route 11E in Tennessee is a major northeast–southwest highway that connects several cities in eastern Tennessee, including Knoxville and Johnson City, serving as an important regional transportation 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 Tennessee
Triple: [U.S. Highways in Tennessee, hasRoute, U.S. Route 321 in Tennessee]
Generated description
U.S. Route 321 in Tennessee is a north–south U.S. highway that connects the Great Smoky Mountains region with cities such as Gatlinburg, Pigeon Forge, and Knoxville, serving as a key corridor for tourism and regional travel.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 321 in Tennessee
Target entity description: U.S. Route 321 in Tennessee is a north–south U.S. highway that connects the Great Smoky Mountains region with cities such as Gatlinburg, Pigeon Forge, and Knoxville, serving as a key corridor for tourism and regional travel.
  • A. U.S. Route 231 in Tennessee
    U.S. Route 231 in Tennessee is a north–south federal highway that connects several central Tennessee communities as part of the broader U.S. Route 231 corridor.
  • B. U.S. Route 31 in Tennessee
    U.S. Route 31 in Tennessee is a major north–south U.S. Highway corridor that passes through central Tennessee, connecting communities between the Alabama border and the Nashville metropolitan area.
  • C. U.S. Route 72 in Tennessee
    U.S. Route 72 in Tennessee is a major east–west U.S. Highway that connects the Mississippi state line to Chattanooga, serving as an important regional corridor in the southern part of the state.
  • D. U.S. Route 31W in Tennessee
    U.S. Route 31W in Tennessee is a north–south U.S. Highway that runs through central Tennessee, connecting Nashville with the Kentucky state line and serving as a key regional corridor.
  • E. U.S. Route 11E in Tennessee
    U.S. Route 11E in Tennessee is a major northeast–southwest highway that connects several cities in eastern Tennessee, including Knoxville and Johnson City, serving as an important regional transportation 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_69e11e43d8208190aff4f9cf7f2c2a8a completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f14ea7ebbc8190948e8994e988adb3 completed April 29, 2026, 12:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0ae9a5e1448190845c2126680bff3d completed May 18, 2026, 10:27 a.m.
NEDg Description generation batch_6a0aea4e49ec8190919e071fd71e62ae completed May 18, 2026, 10:30 a.m.
NED2 Entity disambiguation (via description) batch_6a0aeab115c48190859f25e37e0eefe8 completed May 18, 2026, 10:32 a.m.
Created at: April 16, 2026, 8:40 p.m.