Triple

T13064032
Position Surface form Disambiguated ID Type / Status
Subject Bradley County, Tennessee E329271 entity
Predicate hasMajorHighway P385 FINISHED
Object APD-40 (U.S. Route 64 Bypass)
APD-40 (U.S. Route 64 Bypass) is a key limited-access bypass route around Cleveland, Tennessee, that helps divert through traffic from the main alignment of U.S. Route 64.
E1019028 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: APD-40 (U.S. Route 64 Bypass) | Statement: [Bradley County, Tennessee, hasMajorHighway, APD-40 (U.S. Route 64 Bypass)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: APD-40 (U.S. Route 64 Bypass)
Context triple: [Bradley County, Tennessee, hasMajorHighway, APD-40 (U.S. Route 64 Bypass)]
  • A. U.S. Route 64 Business
    U.S. Route 64 Business is a business loop of U.S. Route 64 that serves as a primary commercial thoroughfare through Wendell, North Carolina.
  • B. U.S. Route 30 Bypass
    U.S. Route 30 Bypass is an alternate alignment of U.S. Route 30 that diverts traffic around central Portland, Oregon, to provide a more direct and less congested route for through travelers.
  • C. U.S. Route 54 Business
    U.S. Route 54 Business is a business loop of U.S. Route 54 that serves local traffic and commercial areas in Quay County, New Mexico.
  • D. U.S. Route 40 Alternate
    U.S. Route 40 Alternate is a scenic and historic alternate alignment of U.S. Route 40 that passes through several towns in Maryland, serving as a local main street and connector road.
  • E. U.S. Route 72 Alternate
    U.S. Route 72 Alternate is an auxiliary U.S. highway in northern Alabama that serves as an alternate east–west route to U.S. Route 72, connecting cities such as Decatur and Huntsville.
  • 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: APD-40 (U.S. Route 64 Bypass)
Triple: [Bradley County, Tennessee, hasMajorHighway, APD-40 (U.S. Route 64 Bypass)]
Generated description
APD-40 (U.S. Route 64 Bypass) is a key limited-access bypass route around Cleveland, Tennessee, that helps divert through traffic from the main alignment of U.S. Route 64.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: APD-40 (U.S. Route 64 Bypass)
Target entity description: APD-40 (U.S. Route 64 Bypass) is a key limited-access bypass route around Cleveland, Tennessee, that helps divert through traffic from the main alignment of U.S. Route 64.
  • A. U.S. Route 64 Business
    U.S. Route 64 Business is a business loop of U.S. Route 64 that serves as a primary commercial thoroughfare through Wendell, North Carolina.
  • B. U.S. Route 30 Bypass
    U.S. Route 30 Bypass is an alternate alignment of U.S. Route 30 that diverts traffic around central Portland, Oregon, to provide a more direct and less congested route for through travelers.
  • C. U.S. Route 54 Business
    U.S. Route 54 Business is a business loop of U.S. Route 54 that serves local traffic and commercial areas in Quay County, New Mexico.
  • D. U.S. Route 40 Alternate
    U.S. Route 40 Alternate is a scenic and historic alternate alignment of U.S. Route 40 that passes through several towns in Maryland, serving as a local main street and connector road.
  • E. U.S. Route 72 Alternate
    U.S. Route 72 Alternate is an auxiliary U.S. highway in northern Alabama that serves as an alternate east–west route to U.S. Route 72, connecting cities such as Decatur and Huntsville.
  • 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_69d80771749c81909a6d9197b9504872 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d980e9bdfc81908eb90fb50597df64 completed April 10, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6cbe630808190a9a3481127bbaa86 completed May 3, 2026, 4:15 a.m.
NEDg Description generation batch_69f6d039254881909927b58225f194de completed May 3, 2026, 4:34 a.m.
NED2 Entity disambiguation (via description) batch_69f6d0d218d4819080273a151a0890d3 completed May 3, 2026, 4:36 a.m.
Created at: April 9, 2026, 8:59 p.m.