Triple

T18361137
Position Surface form Disambiguated ID Type / Status
Subject U.S. Highways in Arkansas E439917 entity
Predicate hasRoute P4374 FINISHED
Object U.S. Route 71 in Arkansas
U.S. Route 71 in Arkansas is a major north–south federal highway that traverses the state, connecting key cities and serving as an important regional transportation corridor.
 E1328427 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 71 in Arkansas | Statement: [U.S. Highways in Arkansas, hasRoute, U.S. Route 71 in Arkansas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 71 in Arkansas
Context triple: [U.S. Highways in Arkansas, hasRoute, U.S. Route 71 in Arkansas]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. U.S. Route 71 Business in Arkansas
    U.S. Route 71 Business in Arkansas is a series of business routes that follow former or alternate alignments of U.S. Route 71 through various Arkansas towns and cities, providing local access to downtown and commercial areas.
  • 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 71 in Arkansas
Triple: [U.S. Highways in Arkansas, hasRoute, U.S. Route 71 in Arkansas]
Generated description
U.S. Route 71 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 71 in Arkansas
Target entity description: U.S. Route 71 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 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. U.S. Route 71 Business in Arkansas
    U.S. Route 71 Business in Arkansas is a series of business routes that follow former or alternate alignments of U.S. Route 71 through various Arkansas towns and cities, providing local access to downtown and commercial areas.
  • 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_6a04915b8d0081908ced951c9ee86e75 completed May 13, 2026, 2:57 p.m.
NEDg Description generation batch_6a04920be21881908f8aac148aa0ae4d completed May 13, 2026, 3 p.m.
NED2 Entity disambiguation (via description) batch_6a0492a5f9148190911747f8d50540e3 completed May 13, 2026, 3:03 p.m.
Created at: April 10, 2026, 10:37 a.m.