Triple

T473060
Position Surface form Disambiguated ID Type / Status
Subject Walton County, Florida E9000 entity
Predicate contains P35 FINISHED
Object Paxton, Florida
Paxton, Florida is a small town in the Florida Panhandle near the Alabama border, known for its rural character and tight-knit community.
 E82849 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: Paxton, Florida | Statement: [Walton County, Florida, contains, Paxton, Florida]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Paxton, Florida
Context triple: [Walton County, Florida, contains, Paxton, Florida]
  • A. Parker, Florida
    Parker, Florida is a small coastal city in Bay County near Panama City, known for its residential communities and proximity to St. Andrew Bay.
  • B. Shalimar, Florida
    Shalimar, Florida is a small town in the Florida Panhandle known for its residential communities and proximity to Eglin Air Force Base along the Emerald Coast.
  • C. Callaway, Florida
    Callaway, Florida is a small city in Bay County near Panama City, known as a residential community in Florida’s Panhandle along the Gulf Coast.
  • D. Pace, Florida
    Pace, Florida is a rapidly growing unincorporated community and suburb of Pensacola known for its residential neighborhoods, schools, and family-oriented atmosphere in northwest Florida.
  • E. Springfield, Florida
    Springfield, Florida is a small city in Bay County near Panama City, known as a residential community in Florida’s Panhandle.
  • 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: Paxton, Florida
Triple: [Walton County, Florida, contains, Paxton, Florida]
Generated description
Paxton, Florida is a small town in the Florida Panhandle near the Alabama border, known for its rural character and tight-knit community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Paxton, Florida
Target entity description: Paxton, Florida is a small town in the Florida Panhandle near the Alabama border, known for its rural character and tight-knit community.
  • A. Parker, Florida
    Parker, Florida is a small coastal city in Bay County near Panama City, known for its residential communities and proximity to St. Andrew Bay.
  • B. Shalimar, Florida
    Shalimar, Florida is a small town in the Florida Panhandle known for its residential communities and proximity to Eglin Air Force Base along the Emerald Coast.
  • C. Callaway, Florida
    Callaway, Florida is a small city in Bay County near Panama City, known as a residential community in Florida’s Panhandle along the Gulf Coast.
  • D. Pace, Florida
    Pace, Florida is a rapidly growing unincorporated community and suburb of Pensacola known for its residential neighborhoods, schools, and family-oriented atmosphere in northwest Florida.
  • E. Springfield, Florida
    Springfield, Florida is a small city in Bay County near Panama City, known as a residential community in Florida’s Panhandle.
  • 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_69a5c389eb708190911de8a28e55ab7f completed March 2, 2026, 5:06 p.m.
NEDg Description generation batch_69a5c931f4108190a5a4f1ed6241330d completed March 2, 2026, 5:30 p.m.
NED2 Entity disambiguation (via description) batch_69a5ce4e6a74819082987a4c63023e48 completed March 2, 2026, 5:52 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.