Triple

T18361139
Position Surface form Disambiguated ID Type / Status
Subject U.S. Highways in Arkansas E439917 entity
Predicate hasRoute P4374 FINISHED
Object U.S. Route 82 in Arkansas
U.S. Route 82 in Arkansas is an east–west United States highway that crosses southern Arkansas, connecting rural communities with regional centers and continuing into neighboring states.
 E1332320 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 82 in Arkansas | Statement: [U.S. Highways in Arkansas, hasRoute, U.S. Route 82 in Arkansas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 82 in Arkansas
Context triple: [U.S. Highways in Arkansas, hasRoute, U.S. Route 82 in Arkansas]
  • A. 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.
  • B. U.S. Route 67 in Arkansas
    U.S. Route 67 in Arkansas is a major north–south U.S. Highway that serves as an important transportation corridor connecting multiple cities and regions across the state.
  • C. U.S. Route 79 in Arkansas
    U.S. Route 79 in Arkansas is a major north–south U.S. Highway that traverses the state, connecting rural areas with key cities and serving as an important regional transportation corridor.
  • D. 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.
  • E. U.S. Route 70 in Arkansas
    U.S. Route 70 in Arkansas is a major east–west federal highway that traverses the state, connecting key cities and communities as part of the broader U.S. Highway System.
  • 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 82 in Arkansas
Triple: [U.S. Highways in Arkansas, hasRoute, U.S. Route 82 in Arkansas]
Generated description
U.S. Route 82 in Arkansas is an east–west United States highway that crosses southern Arkansas, connecting rural communities with regional centers and continuing into neighboring states.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 82 in Arkansas
Target entity description: U.S. Route 82 in Arkansas is an east–west United States highway that crosses southern Arkansas, connecting rural communities with regional centers and continuing into neighboring states.
  • A. 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.
  • B. U.S. Route 67 in Arkansas
    U.S. Route 67 in Arkansas is a major north–south U.S. Highway that serves as an important transportation corridor connecting multiple cities and regions across the state.
  • C. U.S. Route 79 in Arkansas
    U.S. Route 79 in Arkansas is a major north–south U.S. Highway that traverses the state, connecting rural areas with key cities and serving as an important regional transportation corridor.
  • D. 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.
  • E. U.S. Route 70 in Arkansas
    U.S. Route 70 in Arkansas is a major east–west federal highway that traverses the state, connecting key cities and communities as part of the broader U.S. Highway System.
  • 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_6a04f874ef308190807fc958af4d1047 completed May 13, 2026, 10:17 p.m.
NEDg Description generation batch_6a04fd9353588190821024bc060e10d2 completed May 13, 2026, 10:39 p.m.
NED2 Entity disambiguation (via description) batch_6a04fec2969081909b56b63e7a45d74e completed May 13, 2026, 10:44 p.m.
Created at: April 10, 2026, 10:37 a.m.