Triple

T18361134
Position Surface form Disambiguated ID Type / Status
Subject U.S. Highways in Arkansas E439917 entity
Predicate hasRoute P4374 FINISHED
Object U.S. Route 65 in Arkansas
U.S. Route 65 in Arkansas is a major north–south federal highway that traverses the state, connecting key cities and serving as an important regional transportation corridor.
 E1325115 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 65 in Arkansas | Statement: [U.S. Highways in Arkansas, hasRoute, U.S. Route 65 in Arkansas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 65 in Arkansas
Context triple: [U.S. Highways in Arkansas, hasRoute, U.S. Route 65 in Arkansas]
  • A. U.S. Route 64 in Arkansas
    U.S. Route 64 in Arkansas is a major east–west federal highway that traverses the state, connecting numerous cities and towns and serving as an important regional transportation corridor.
  • B. U.S. Route 63 in Arkansas
    U.S. Route 63 in Arkansas is a major north–south U.S. Highway that traverses the state, connecting several key cities and serving as an important regional transportation corridor.
  • C. U.S. Route 62 in Arkansas
    U.S. Route 62 in Arkansas is a major east–west federal highway that traverses the northern part of the state, connecting numerous towns and cities and serving as an important regional transportation corridor.
  • D. U.S. Route 59 in Arkansas
    U.S. Route 59 in Arkansas is a segment of the north–south U.S. Highway that passes through western Arkansas, connecting local communities to neighboring states as part of the national highway network.
  • E. U.S. Route 65 Business in Arkansas
    U.S. Route 65 Business in Arkansas is a designated business loop of U.S. Route 65 that directs traffic through the downtown or commercial areas of communities along the main highway’s corridor in the state.
  • 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 65 in Arkansas
Triple: [U.S. Highways in Arkansas, hasRoute, U.S. Route 65 in Arkansas]
Generated description
U.S. Route 65 in Arkansas is a major north–south federal highway that traverses the state, connecting key cities and serving as an important regional transportation corridor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 65 in Arkansas
Target entity description: U.S. Route 65 in Arkansas is a major north–south federal highway that traverses the state, connecting key cities and serving as an important regional transportation corridor.
  • A. U.S. Route 64 in Arkansas
    U.S. Route 64 in Arkansas is a major east–west federal highway that traverses the state, connecting numerous cities and towns and serving as an important regional transportation corridor.
  • B. U.S. Route 63 in Arkansas
    U.S. Route 63 in Arkansas is a major north–south U.S. Highway that traverses the state, connecting several key cities and serving as an important regional transportation corridor.
  • C. U.S. Route 62 in Arkansas
    U.S. Route 62 in Arkansas is a major east–west federal highway that traverses the northern part of the state, connecting numerous towns and cities and serving as an important regional transportation corridor.
  • D. U.S. Route 59 in Arkansas
    U.S. Route 59 in Arkansas is a segment of the north–south U.S. Highway that passes through western Arkansas, connecting local communities to neighboring states as part of the national highway network.
  • E. U.S. Route 65 Business in Arkansas
    U.S. Route 65 Business in Arkansas is a designated business loop of U.S. Route 65 that directs traffic through the downtown or commercial areas of communities along the main highway’s corridor in the state.
  • 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_69d8b918221c8190a9f7b563d64ac677 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e516dbd4748190a6c5715ef943bd4a completed April 19, 2026, 5:54 p.m.
NED1 Entity disambiguation (via context triple) batch_6a040fcdca188190abea6661ab8673ab completed May 13, 2026, 5:44 a.m.
NEDg Description generation batch_6a041252d17c81908d61ff0e2ba0dfaa completed May 13, 2026, 5:55 a.m.
NED2 Entity disambiguation (via description) batch_6a0412ee06a08190b8cbd84611d12fad completed May 13, 2026, 5:58 a.m.
Created at: April 10, 2026, 10:37 a.m.