Triple

T356800
Position Surface form Disambiguated ID Type / Status
Subject U.S. Route 98 in Walton County, Florida E7561 entity
Predicate passesThrough P225 FINISHED
Object Inlet Beach, Florida
Inlet Beach, Florida is a coastal community in Walton County known for its wide, uncrowded white-sand beaches and location at the eastern end of Scenic Highway 30A along the Gulf of Mexico.
E63092 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: Inlet Beach, Florida | Statement: [U.S. Route 98 in Walton County, Florida, passesThrough, Inlet Beach, Florida]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Inlet Beach, Florida
Context triple: [U.S. Route 98 in Walton County, Florida, passesThrough, Inlet Beach, Florida]
  • A. Miramar Beach, Florida
    Miramar Beach, Florida is a coastal community on the Florida Panhandle known for its white-sand beaches, emerald-green Gulf waters, and resort and vacation developments.
  • B. Good Harbor Beach
    Good Harbor Beach is a popular sandy ocean beach in Gloucester, Massachusetts, known for its scenic views, family-friendly swimming, and picturesque tidal island access.
  • C. Santa Rosa Beach, Florida
    Santa Rosa Beach, Florida is a coastal community on the Florida Panhandle’s Emerald Coast known for its white-sand beaches, turquoise Gulf waters, and relaxed beach-town atmosphere.
  • D. Navarre Beach
    Navarre Beach is a coastal community on Florida’s Gulf Coast known for its white sand beaches, emerald-green waters, and relaxed, family-friendly atmosphere.
  • E. 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.
  • 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: Inlet Beach, Florida
Triple: [U.S. Route 98 in Walton County, Florida, passesThrough, Inlet Beach, Florida]
Generated description
Inlet Beach, Florida is a coastal community in Walton County known for its wide, uncrowded white-sand beaches and location at the eastern end of Scenic Highway 30A along the Gulf of Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Inlet Beach, Florida
Target entity description: Inlet Beach, Florida is a coastal community in Walton County known for its wide, uncrowded white-sand beaches and location at the eastern end of Scenic Highway 30A along the Gulf of Mexico.
  • A. Miramar Beach, Florida
    Miramar Beach, Florida is a coastal community on the Florida Panhandle known for its white-sand beaches, emerald-green Gulf waters, and resort and vacation developments.
  • B. Good Harbor Beach
    Good Harbor Beach is a popular sandy ocean beach in Gloucester, Massachusetts, known for its scenic views, family-friendly swimming, and picturesque tidal island access.
  • C. Santa Rosa Beach, Florida
    Santa Rosa Beach, Florida is a coastal community on the Florida Panhandle’s Emerald Coast known for its white-sand beaches, turquoise Gulf waters, and relaxed beach-town atmosphere.
  • D. Navarre Beach
    Navarre Beach is a coastal community on Florida’s Gulf Coast known for its white sand beaches, emerald-green waters, and relaxed, family-friendly atmosphere.
  • E. 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.
  • 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_69a49848877881909ace940c0325bc4a completed March 1, 2026, 7:49 p.m.
NEDg Description generation batch_69a498f832f48190b36c4ae5059a50d3 completed March 1, 2026, 7:52 p.m.
NED2 Entity disambiguation (via description) batch_69a499dbfdf08190bedce53795790963 completed March 1, 2026, 7:56 p.m.
Created at: Feb. 28, 2026, 1:08 p.m.