Triple

T10144322
Position Surface form Disambiguated ID Type / Status
Subject Clarksville, Virginia E231663 entity
Predicate transportationAccess P941 FINISHED
Object U.S. Route 58
U.S. Route 58 is a major east–west U.S. highway running across southern Virginia, connecting numerous rural communities, towns, and cities from the Tennessee state line to the Atlantic coast.
E1089862 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 58 | Statement: [Clarksville, Virginia, transportationAccess, U.S. Route 58]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 58
Context triple: [Clarksville, Virginia, transportationAccess, U.S. Route 58]
  • A. U.S. Route 59
    U.S. Route 59 is a north–south United States highway that runs from the Mexico–U.S. border in Texas to the Canada–U.S. border in Minnesota, passing through several central states.
  • B. 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.
  • C. U.S. Route 56
    U.S. Route 56 is an east–west United States highway running from New Mexico to Kansas, connecting the Southwest to the central Great Plains.
  • D. U.S. Route 72
    U.S. Route 72 is a major east–west U.S. highway in the southeastern United States that connects cities across Tennessee, Alabama, and Mississippi.
  • E. U.S. Route 167
    U.S. Route 167 is a north–south United States highway running from Louisiana through Arkansas, serving as a regional connector between several major cities and highways.
  • 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 58
Triple: [Clarksville, Virginia, transportationAccess, U.S. Route 58]
Generated description
U.S. Route 58 is a major east–west U.S. highway running across southern Virginia, connecting numerous rural communities, towns, and cities from the Tennessee state line to the Atlantic coast.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 58
Target entity description: U.S. Route 58 is a major east–west U.S. highway running across southern Virginia, connecting numerous rural communities, towns, and cities from the Tennessee state line to the Atlantic coast.
  • A. U.S. Route 59
    U.S. Route 59 is a north–south United States highway that runs from the Mexico–U.S. border in Texas to the Canada–U.S. border in Minnesota, passing through several central states.
  • B. 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.
  • C. U.S. Route 56
    U.S. Route 56 is an east–west United States highway running from New Mexico to Kansas, connecting the Southwest to the central Great Plains.
  • D. U.S. Route 72
    U.S. Route 72 is a major east–west U.S. highway in the southeastern United States that connects cities across Tennessee, Alabama, and Mississippi.
  • E. U.S. Route 167
    U.S. Route 167 is a north–south United States highway running from Louisiana through Arkansas, serving as a regional connector between several major cities and highways.
  • 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_69ca848364f881908a24366a6feec1db completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cdeb28a1708190b46499dbe51a694a completed April 2, 2026, 4:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69fd32359c54819098349d7d1c1e454f completed May 8, 2026, 12:45 a.m.
NEDg Description generation batch_69fd335a496881908689b5769bb677ae completed May 8, 2026, 12:50 a.m.
NED2 Entity disambiguation (via description) batch_69fd3445422c8190a22eaa4bef5fdf76 completed May 8, 2026, 12:54 a.m.
Created at: March 30, 2026, 9:07 p.m.