Triple

T665528
Position Surface form Disambiguated ID Type / Status
Subject Knoxville metropolitan area E12851 entity
Predicate servedByU.S.Highway P385 FINISHED
Object U.S. Route 25W
U.S. Route 25W is a major north–south U.S. highway in the southeastern United States that runs through eastern Tennessee and southeastern Kentucky, connecting communities in and around the Knoxville metropolitan area.
E357774 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 25W | Statement: [Knoxville metropolitan area, servedByU.S.Highway, U.S. Route 25W]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 25W
Context triple: [Knoxville metropolitan area, servedByU.S.Highway, U.S. Route 25W]
  • A. U.S. Route 25
    U.S. Route 25 is a major north–south United States highway that runs from Brunswick, Georgia, to the Ohio–Michigan state line, connecting numerous cities across the southeastern and midwestern U.S.
  • B. U.S. Route 250
    U.S. Route 250 is a U.S. highway running generally northeast–southwest through several states in the eastern United States, connecting rural areas, small towns, and regional cities.
  • C. U.S. Route 23
    U.S. Route 23 is a major north–south U.S. highway running from Florida to Michigan, serving as a key regional transportation artery through several eastern and midwestern states.
  • D. U.S. Route 54
    U.S. Route 54 is a major northeast–southwest U.S. highway that runs from El Paso, Texas, to Griggsville, Illinois, passing through several states in the central United States.
  • E. U.S. Route 220
    U.S. Route 220 is a major north–south U.S. Highway running from Rockingham, North Carolina, to Waverly, New York, passing through several Mid-Atlantic and Appalachian states.
  • 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 25W
Triple: [Knoxville metropolitan area, servedByU.S.Highway, U.S. Route 25W]
Generated description
U.S. Route 25W is a major north–south U.S. highway in the southeastern United States that runs through eastern Tennessee and southeastern Kentucky, connecting communities in and around the Knoxville metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 25W
Target entity description: U.S. Route 25W is a major north–south U.S. highway in the southeastern United States that runs through eastern Tennessee and southeastern Kentucky, connecting communities in and around the Knoxville metropolitan area.
  • A. U.S. Route 25 chosen
    U.S. Route 25 is a major north–south United States highway that runs from Brunswick, Georgia, to the Ohio–Michigan state line, connecting numerous cities across the southeastern and midwestern U.S.
  • B. U.S. Route 250
    U.S. Route 250 is a U.S. highway running generally northeast–southwest through several states in the eastern United States, connecting rural areas, small towns, and regional cities.
  • C. U.S. Route 23
    U.S. Route 23 is a major north–south U.S. highway running from Florida to Michigan, serving as a key regional transportation artery through several eastern and midwestern states.
  • D. U.S. Route 54
    U.S. Route 54 is a major northeast–southwest U.S. highway that runs from El Paso, Texas, to Griggsville, Illinois, passing through several states in the central United States.
  • E. U.S. Route 220
    U.S. Route 220 is a major north–south U.S. Highway running from Rockingham, North Carolina, to Waverly, New York, passing through several Mid-Atlantic and Appalachian states.
  • F. None of above.

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_69a493355dec819098d4244b2fa34885 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4a517ac148190aa032b77885bf709 completed March 1, 2026, 8:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69bd566575a88190a03a306fbe40f8c9 completed March 20, 2026, 2:15 p.m.
NEDg Description generation batch_69bd5a5b078c81908398641bcc4e2c60 completed March 20, 2026, 2:31 p.m.
NED2 Entity disambiguation (via description) batch_69bd5ab9d984819082dcd0c39f5bcafd completed March 20, 2026, 2:33 p.m.
Created at: March 1, 2026, 7:36 p.m.