Triple

T396771
Position Surface form Disambiguated ID Type / Status
Subject U.S. Route 98 in Bay County, Florida E8999 entity
Predicate hasJunctionWith P1018 FINISHED
Object U.S. Route 231 in Panama City
U.S. Route 231 in Panama City is a major north–south highway in Florida that serves as a primary route connecting Panama City to inland communities and Interstate 10.
 E50738 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 in Panama City | Statement: [U.S. Route 98 in Bay County, Florida, hasJunctionWith, U.S. Route 231 in Panama City]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 231 in Panama City
Context triple: [U.S. Route 98 in Bay County, Florida, hasJunctionWith, U.S. Route 231 in Panama City]
  • A. U.S. Route 319 in Tallahassee
    U.S. Route 319 in Tallahassee is a major north–south U.S. highway serving the Tallahassee area, providing regional connectivity and access to key local destinations.
  • B. 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.
  • C. 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.
  • 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 301 in Florida
    U.S. Route 301 in Florida is a major north–south highway that traverses the state’s interior, linking rural communities and regional centers while serving as an important alternative to the interstate 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 231 in Panama City
Triple: [U.S. Route 98 in Bay County, Florida, hasJunctionWith, U.S. Route 231 in Panama City]
Generated description
U.S. Route 231 in Panama City is a major north–south highway in Florida that serves as a primary route connecting Panama City to inland communities and Interstate 10.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 231 in Panama City
Target entity description: U.S. Route 231 in Panama City is a major north–south highway in Florida that serves as a primary route connecting Panama City to inland communities and Interstate 10.
  • A. U.S. Route 319 in Tallahassee
    U.S. Route 319 in Tallahassee is a major north–south U.S. highway serving the Tallahassee area, providing regional connectivity and access to key local destinations.
  • B. 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.
  • C. 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.
  • 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 301 in Florida
    U.S. Route 301 in Florida is a major north–south highway that traverses the state’s interior, linking rural communities and regional centers while serving as an important alternative to the interstate 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_69a2e7f55c60819097aff65ea2ca2832 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ec8a941081909a152fda0ce24a98 completed Feb. 28, 2026, 1:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4103d84bc819095f95ce4ce915114 completed March 1, 2026, 10:09 a.m.
NEDg Description generation batch_69a410a87f4c8190916688197abc1f16 completed March 1, 2026, 10:10 a.m.
NED2 Entity disambiguation (via description) batch_69a410ff91e08190959720b0315a7989 completed March 1, 2026, 10:12 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.