Triple

T18361132
Position Surface form Disambiguated ID Type / Status
Subject U.S. Highways in Arkansas E439917 entity
Predicate hasRoute P4374 FINISHED
Object 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.
 E1322831 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 63 in Arkansas | Statement: [U.S. Highways in Arkansas, hasRoute, U.S. Route 63 in Arkansas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 63 in Arkansas
Context triple: [U.S. Highways in Arkansas, hasRoute, U.S. Route 63 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 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.
  • C. U.S. Route 67 Business in Arkansas
    U.S. Route 67 Business in Arkansas is a designated business loop of U.S. Route 67 that directs traffic through the downtown and commercial areas of communities bypassed by the main highway in the state.
  • D. U.S. Route 371 in Arkansas
    U.S. Route 371 in Arkansas is a north–south United States highway that serves as a regional connector through southwestern Arkansas, linking small towns and rural areas to larger state and national routes.
  • 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 63 in Arkansas
Triple: [U.S. Highways in Arkansas, hasRoute, U.S. Route 63 in Arkansas]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 63 in Arkansas
Target entity description: 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.
  • 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 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.
  • C. U.S. Route 67 Business in Arkansas
    U.S. Route 67 Business in Arkansas is a designated business loop of U.S. Route 67 that directs traffic through the downtown and commercial areas of communities bypassed by the main highway in the state.
  • D. U.S. Route 371 in Arkansas
    U.S. Route 371 in Arkansas is a north–south United States highway that serves as a regional connector through southwestern Arkansas, linking small towns and rural areas to larger state and national routes.
  • 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_6a03e23675208190b742228a238349fc completed May 13, 2026, 2:30 a.m.
NEDg Description generation batch_6a03e626a3208190ab8896e158c926bf completed May 13, 2026, 2:47 a.m.
NED2 Entity disambiguation (via description) batch_6a03e86f04bc8190bb97da918a075439 completed May 13, 2026, 2:56 a.m.
Created at: April 10, 2026, 10:37 a.m.