Triple

T396779
Position Surface form Disambiguated ID Type / Status
Subject U.S. Route 98 in Bay County, Florida E8999 entity
Predicate hasLocalName P6353 FINISHED
Object Panama City Beach Parkway (on some western segments)
Panama City Beach Parkway is a major east–west arterial road in Bay County, Florida, serving as a primary route through the Panama City Beach area.
E50489 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: Panama City Beach Parkway (on some western segments) | Statement: [U.S. Route 98 in Bay County, Florida, hasLocalName, Panama City Beach Parkway (on some western segments)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Panama City Beach Parkway (on some western segments)
Context triple: [U.S. Route 98 in Bay County, Florida, hasLocalName, Panama City Beach Parkway (on some western segments)]
  • A. Florida State Road 97
    Florida State Road 97 is a north–south state highway in the Florida Panhandle that connects rural Escambia County to the Alabama state line near Pensacola.
  • B. Sandwich Boardwalk
    Sandwich Boardwalk is a long wooden walkway in Sandwich, Massachusetts, that stretches over marshes to the beach and is known for its scenic coastal views and historic charm.
  • C. 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.
  • D. North Avenue Beach area
    The North Avenue Beach area is a popular Chicago lakeside destination known for its sandy beach, skyline views, and recreational activities along Lake Michigan.
  • E. Cape May Promenade
    Cape May Promenade is a seaside pedestrian walkway along the beachfront in Cape May, New Jersey, featuring ocean views, shops, and recreational spaces for visitors.
  • 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: Panama City Beach Parkway (on some western segments)
Triple: [U.S. Route 98 in Bay County, Florida, hasLocalName, Panama City Beach Parkway (on some western segments)]
Generated description
Panama City Beach Parkway is a major east–west arterial road in Bay County, Florida, serving as a primary route through the Panama City Beach area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Panama City Beach Parkway (on some western segments)
Target entity description: Panama City Beach Parkway is a major east–west arterial road in Bay County, Florida, serving as a primary route through the Panama City Beach area.
  • A. Florida State Road 97
    Florida State Road 97 is a north–south state highway in the Florida Panhandle that connects rural Escambia County to the Alabama state line near Pensacola.
  • B. Sandwich Boardwalk
    Sandwich Boardwalk is a long wooden walkway in Sandwich, Massachusetts, that stretches over marshes to the beach and is known for its scenic coastal views and historic charm.
  • C. 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.
  • D. North Avenue Beach area
    The North Avenue Beach area is a popular Chicago lakeside destination known for its sandy beach, skyline views, and recreational activities along Lake Michigan.
  • E. Cape May Promenade
    Cape May Promenade is a seaside pedestrian walkway along the beachfront in Cape May, New Jersey, featuring ocean views, shops, and recreational spaces for visitors.
  • 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_69a40ad7ebec8190a0a4ee16b20cea57 completed March 1, 2026, 9:46 a.m.
NEDg Description generation batch_69a40cc295e88190b4adb738b0ba8161 completed March 1, 2026, 9:54 a.m.
NED2 Entity disambiguation (via description) batch_69a40d4137c48190a00522b114096bd5 completed March 1, 2026, 9:56 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.