Triple

T250042
Position Surface form Disambiguated ID Type / Status
Subject Interstate 10 in Florida E5121 entity
Predicate hasJunctionWith P1018 FINISHED
Object U.S. Route 231 near Cottondale
U.S. Route 231 near Cottondale is a segment of the north–south U.S. highway in Florida’s Panhandle that serves as a key connector between rural Jackson County and major east–west routes, including Interstate 10.
 E32346 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 231 near Cottondale | Statement: [Interstate 10 in Florida, hasJunctionWith, U.S. Route 231 near Cottondale]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 231 near Cottondale
Context triple: [Interstate 10 in Florida, hasJunctionWith, U.S. Route 231 near Cottondale]
  • A. U.S. Route 98 in Walton County, Florida
    U.S. Route 98 in Walton County, Florida is a major east–west highway along the Florida Panhandle that serves coastal communities, tourist destinations, and local traffic near the Gulf of Mexico.
  • B. U.S. Route 98 in Santa Rosa County, Florida
    U.S. Route 98 in Santa Rosa County, Florida is a major east–west highway along the Florida Panhandle that serves coastal communities and connects them to larger regional routes.
  • C. U.S. Route 29
    U.S. Route 29 is a major north–south U.S. Highway running from Florida to Virginia, connecting numerous cities across the southeastern and mid-Atlantic United States.
  • D. U.S. Route 90 in Florida
    U.S. Route 90 in Florida is a major east–west highway that parallels Interstate 10 across the Florida Panhandle and northern Florida, connecting cities such as Pensacola, Tallahassee, and Jacksonville.
  • E. U.S. Route 98 in Bay County, Florida
    U.S. Route 98 in Bay County, Florida is a major east–west highway along the Florida Panhandle that serves as a primary coastal route through communities such as Panama City and Panama City Beach.
  • 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 231 near Cottondale
Triple: [Interstate 10 in Florida, hasJunctionWith, U.S. Route 231 near Cottondale]
Generated description
U.S. Route 231 near Cottondale is a segment of the north–south U.S. highway in Florida’s Panhandle that serves as a key connector between rural Jackson County and major east–west routes, including Interstate 10.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 231 near Cottondale
Target entity description: U.S. Route 231 near Cottondale is a segment of the north–south U.S. highway in Florida’s Panhandle that serves as a key connector between rural Jackson County and major east–west routes, including Interstate 10.
  • A. U.S. Route 98 in Walton County, Florida
    U.S. Route 98 in Walton County, Florida is a major east–west highway along the Florida Panhandle that serves coastal communities, tourist destinations, and local traffic near the Gulf of Mexico.
  • B. U.S. Route 98 in Santa Rosa County, Florida
    U.S. Route 98 in Santa Rosa County, Florida is a major east–west highway along the Florida Panhandle that serves coastal communities and connects them to larger regional routes.
  • C. U.S. Route 29
    U.S. Route 29 is a major north–south U.S. Highway running from Florida to Virginia, connecting numerous cities across the southeastern and mid-Atlantic United States.
  • D. U.S. Route 90 in Florida
    U.S. Route 90 in Florida is a major east–west highway that parallels Interstate 10 across the Florida Panhandle and northern Florida, connecting cities such as Pensacola, Tallahassee, and Jacksonville.
  • E. U.S. Route 98 in Bay County, Florida
    U.S. Route 98 in Bay County, Florida is a major east–west highway along the Florida Panhandle that serves as a primary coastal route through communities such as Panama City and Panama City Beach.
  • 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_69a257c4bf688190a46ebbf411ab7473 completed Feb. 28, 2026, 2:49 a.m.
NER Named-entity recognition batch_69a25d3728f0819086214ccc2db2305a completed Feb. 28, 2026, 3:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69a37373426881909ce8766ad9c5778c completed Feb. 28, 2026, 11 p.m.
NEDg Description generation batch_69a373dfb6c0819092ebfe465b7be3c9 completed Feb. 28, 2026, 11:01 p.m.
NED2 Entity disambiguation (via description) batch_69a3748a9ea4819080b2cea1f1b4afbc completed Feb. 28, 2026, 11:04 p.m.
Created at: Feb. 28, 2026, 2:54 a.m.