Triple

T17472409
Position Surface form Disambiguated ID Type / Status
Subject Peace River (Florida) E425450 entity
Predicate passesThrough P225 FINISHED
Object Wauchula, Florida
Wauchula, Florida is a small city in Hardee County known for its agricultural economy, particularly citrus and cattle, and its location along the Peace River in central Florida.
E1272260 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: Wauchula, Florida | Statement: [Peace River (Florida), passesThrough, Wauchula, Florida]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wauchula, Florida
Context triple: [Peace River (Florida), passesThrough, Wauchula, Florida]
  • A. Wausau, Florida
    Wausau, Florida is a small rural town in the Florida Panhandle known for its “Possum Festival” and close-knit community.
  • B. Wewahitchka, Florida
    Wewahitchka, Florida is a small city in the Florida Panhandle known for its tupelo honey production and scenic rivers and swamps.
  • C. Umatilla, Florida
    Umatilla, Florida is a small city in central Florida known as a gateway to the Ocala National Forest and for its rural, lakeside character.
  • D. Ochopee, Florida
    Ochopee, Florida is a tiny unincorporated community in the Florida Everglades best known for having one of the smallest post offices in the United States.
  • E. Goodland, Florida
    Goodland, Florida is a small unincorporated fishing village on Marco Island known for its waterfront lifestyle, seafood restaurants, and laid-back Old Florida charm.
  • 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: Wauchula, Florida
Triple: [Peace River (Florida), passesThrough, Wauchula, Florida]
Generated description
Wauchula, Florida is a small city in Hardee County known for its agricultural economy, particularly citrus and cattle, and its location along the Peace River in central Florida.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wauchula, Florida
Target entity description: Wauchula, Florida is a small city in Hardee County known for its agricultural economy, particularly citrus and cattle, and its location along the Peace River in central Florida.
  • A. Wausau, Florida
    Wausau, Florida is a small rural town in the Florida Panhandle known for its “Possum Festival” and close-knit community.
  • B. Wewahitchka, Florida
    Wewahitchka, Florida is a small city in the Florida Panhandle known for its tupelo honey production and scenic rivers and swamps.
  • C. Umatilla, Florida
    Umatilla, Florida is a small city in central Florida known as a gateway to the Ocala National Forest and for its rural, lakeside character.
  • D. Ochopee, Florida
    Ochopee, Florida is a tiny unincorporated community in the Florida Everglades best known for having one of the smallest post offices in the United States.
  • E. Goodland, Florida
    Goodland, Florida is a small unincorporated fishing village on Marco Island known for its waterfront lifestyle, seafood restaurants, and laid-back Old Florida charm.
  • 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_69d889dbc2e88190b18ea6115e819258 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e451b8a51081908d94bebe2417e3d3 completed April 19, 2026, 3:53 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01c1f896e4819082bff944b80e76cd completed May 11, 2026, 11:48 a.m.
NEDg Description generation batch_6a01c3a2393c81909b2137d94d522ca7 completed May 11, 2026, 11:55 a.m.
NED2 Entity disambiguation (via description) batch_6a01c459b2b48190ba00d53c4477f54e completed May 11, 2026, 11:58 a.m.
Created at: April 10, 2026, 5:47 a.m.