Triple

T22275602
Position Surface form Disambiguated ID Type / Status
Subject U.S. Highways in Tennessee E550593 entity
Predicate hasRoute P4374 FINISHED
Object U.S. Route 74 in Tennessee
U.S. Route 74 in Tennessee is a segment of the federal U.S. Highway System that traverses southeastern Tennessee, connecting local communities to neighboring states and major regional routes.
 E1533518 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 74 in Tennessee | Statement: [U.S. Highways in Tennessee, hasRoute, U.S. Route 74 in Tennessee]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 74 in Tennessee
Context triple: [U.S. Highways in Tennessee, hasRoute, U.S. Route 74 in Tennessee]
  • A. 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.
  • B. U.S. Route 70N in Tennessee
    U.S. Route 70N in Tennessee is an east–west U.S. highway that serves as a northern alternate to U.S. Route 70, connecting several communities across the state’s central region.
  • C. U.S. Route 70S in Tennessee
    U.S. Route 70S in Tennessee is an east–west U.S. Highway that serves as an alternate to U.S. Route 70, connecting Nashville with communities in Middle Tennessee.
  • D. U.S. Route 27 in Tennessee
    U.S. Route 27 in Tennessee is a major north–south federal highway that traverses the state, connecting Chattanooga and the surrounding region with communities to the north and serving as an important corridor for local and through traffic.
  • E. U.S. Route 64 in Tennessee
    U.S. Route 64 in Tennessee is a major east–west federal highway that traverses the state, connecting cities such as Memphis and Chattanooga while 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 74 in Tennessee
Triple: [U.S. Highways in Tennessee, hasRoute, U.S. Route 74 in Tennessee]
Generated description
U.S. Route 74 in Tennessee is a segment of the federal U.S. Highway System that traverses southeastern Tennessee, connecting local communities to neighboring states and major regional routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 74 in Tennessee
Target entity description: U.S. Route 74 in Tennessee is a segment of the federal U.S. Highway System that traverses southeastern Tennessee, connecting local communities to neighboring states and major regional routes.
  • A. 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.
  • B. U.S. Route 70N in Tennessee
    U.S. Route 70N in Tennessee is an east–west U.S. highway that serves as a northern alternate to U.S. Route 70, connecting several communities across the state’s central region.
  • C. U.S. Route 70S in Tennessee
    U.S. Route 70S in Tennessee is an east–west U.S. Highway that serves as an alternate to U.S. Route 70, connecting Nashville with communities in Middle Tennessee.
  • D. U.S. Route 27 in Tennessee
    U.S. Route 27 in Tennessee is a major north–south federal highway that traverses the state, connecting Chattanooga and the surrounding region with communities to the north and serving as an important corridor for local and through traffic.
  • E. U.S. Route 64 in Tennessee
    U.S. Route 64 in Tennessee is a major east–west federal highway that traverses the state, connecting cities such as Memphis and Chattanooga while 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.