Triple

T356809
Position Surface form Disambiguated ID Type / Status
Subject U.S. Route 98 in Walton County, Florida E7561 entity
Predicate near P350 FINISHED
Object South Walton tourist area
The South Walton tourist area is a popular stretch of Florida’s Emerald Coast known for its upscale beach communities, white-sand shores, and scenic Highway 30A.
 E46193 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: South Walton tourist area | Statement: [U.S. Route 98 in Walton County, Florida, near, South Walton tourist area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: South Walton tourist area
Context triple: [U.S. Route 98 in Walton County, Florida, near, South Walton tourist area]
  • A. Fort Walton Beach
    Fort Walton Beach is a coastal city in Florida known for its white-sand beaches, emerald-green Gulf waters, and role as a popular vacation and military community near Eglin Air Force Base.
  • B. Destin
    Destin is a popular coastal city on Florida’s Emerald Coast known for its white-sand beaches, emerald-green waters, and world-class fishing.
  • C. DeFuniak Springs, Florida
    DeFuniak Springs is a small historic city in Florida’s Panhandle known for its perfectly round spring-fed lake and well-preserved Victorian-era architecture.
  • D. Gulf Breeze, Florida
    Gulf Breeze, Florida is a small coastal city in Santa Rosa County known for its waterfront location on the Pensacola Bay and proximity to beaches and the Gulf Islands National Seashore.
  • E. Daytona Beach
    Daytona Beach is a coastal city in eastern Florida famous for its hard-packed sand beaches, motorsports heritage, and role as home to the Daytona International Speedway.
  • 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: South Walton tourist area
Triple: [U.S. Route 98 in Walton County, Florida, near, South Walton tourist area]
Generated description
The South Walton tourist area is a popular stretch of Florida’s Emerald Coast known for its upscale beach communities, white-sand shores, and scenic Highway 30A.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: South Walton tourist area
Target entity description: The South Walton tourist area is a popular stretch of Florida’s Emerald Coast known for its upscale beach communities, white-sand shores, and scenic Highway 30A.
  • A. Fort Walton Beach
    Fort Walton Beach is a coastal city in Florida known for its white-sand beaches, emerald-green Gulf waters, and role as a popular vacation and military community near Eglin Air Force Base.
  • B. Destin
    Destin is a popular coastal city on Florida’s Emerald Coast known for its white-sand beaches, emerald-green waters, and world-class fishing.
  • C. DeFuniak Springs, Florida
    DeFuniak Springs is a small historic city in Florida’s Panhandle known for its perfectly round spring-fed lake and well-preserved Victorian-era architecture.
  • D. Gulf Breeze, Florida
    Gulf Breeze, Florida is a small coastal city in Santa Rosa County known for its waterfront location on the Pensacola Bay and proximity to beaches and the Gulf Islands National Seashore.
  • E. Daytona Beach
    Daytona Beach is a coastal city in eastern Florida famous for its hard-packed sand beaches, motorsports heritage, and role as home to the Daytona International Speedway.
  • 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_69a2e7e696948190bebc966535995e45 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ebaf0c9881909313f98818e7fa58 completed Feb. 28, 2026, 1:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3e86175588190a893cb2266f06170 completed March 1, 2026, 7:18 a.m.
NEDg Description generation batch_69a3e90cf0f8819099ea4f776ae7694a completed March 1, 2026, 7:21 a.m.
NED2 Entity disambiguation (via description) batch_69a3ea5cd04c8190ad4c85ef20a774b3 completed March 1, 2026, 7:27 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.