Triple

T473061
Position Surface form Disambiguated ID Type / Status
Subject Walton County, Florida E9000 entity
Predicate contains P35 FINISHED
Object Choctaw Beach, Florida
Choctaw Beach, Florida is a small coastal community in the Florida Panhandle situated along the shores of Choctawhatchee Bay.
E83971 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: Choctaw Beach, Florida | Statement: [Walton County, Florida, contains, Choctaw Beach, Florida]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Choctaw Beach, Florida
Context triple: [Walton County, Florida, contains, Choctaw Beach, Florida]
  • A. 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.
  • B. Panama City Beach, Florida
    Panama City Beach, Florida is a popular Gulf Coast resort city known for its white-sand beaches, emerald-green waters, and vibrant tourism industry.
  • C. 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.
  • D. Neptune Beach, Florida
    Neptune Beach, Florida is a small coastal city on the Atlantic Ocean known for its residential beach community and location within the greater Jacksonville metropolitan area.
  • E. 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.
  • 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: Choctaw Beach, Florida
Triple: [Walton County, Florida, contains, Choctaw Beach, Florida]
Generated description
Choctaw Beach, Florida is a small coastal community in the Florida Panhandle situated along the shores of Choctawhatchee Bay.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Choctaw Beach, Florida
Target entity description: Choctaw Beach, Florida is a small coastal community in the Florida Panhandle situated along the shores of Choctawhatchee Bay.
  • A. 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.
  • B. Panama City Beach, Florida
    Panama City Beach, Florida is a popular Gulf Coast resort city known for its white-sand beaches, emerald-green waters, and vibrant tourism industry.
  • C. 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.
  • D. Neptune Beach, Florida
    Neptune Beach, Florida is a small coastal city on the Atlantic Ocean known for its residential beach community and location within the greater Jacksonville metropolitan area.
  • E. 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.
  • 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_69a2e7ff81708190b0507a24a997232c completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2eff24108819092fdb85019ec4089 completed Feb. 28, 2026, 1:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5dc8df9708190976967ad4e45a597 completed March 2, 2026, 6:53 p.m.
NEDg Description generation batch_69a5de11a0ac81909247a98bbc317cf7 completed March 2, 2026, 6:59 p.m.
NED2 Entity disambiguation (via description) batch_69a5febeeb908190a42d468edfe985ef completed March 2, 2026, 9:18 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.