Triple

T22299063
Position Surface form Disambiguated ID Type / Status
Subject Sweetwater, Florida E551203 entity
Predicate hasNeighboringCommunity P4647 FINISHED
Object Tamiami, Florida
Tamiami, Florida is a suburban community in Miami-Dade County known for its proximity to the Everglades and its largely residential character.
E1529481 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: Tamiami, Florida | Statement: [Sweetwater, Florida, hasNeighboringCommunity, Tamiami, Florida]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tamiami, Florida
Context triple: [Sweetwater, Florida, hasNeighboringCommunity, Tamiami, Florida]
  • A. Welaka, Florida
    Welaka, Florida is a small town on the St. Johns River known for its access to Lake George and its reputation as a hub for fishing and outdoor recreation.
  • B. Opa-locka, Florida
    Opa-locka, Florida is a city in Miami-Dade County known for its distinctive Moorish Revival architecture and proximity to Miami.
  • C. Estero, Florida
    Estero, Florida is a rapidly growing village in Southwest Florida known for its upscale shopping centers, residential communities, and proximity to the Gulf Coast.
  • D. Immokalee, Florida
    Immokalee, Florida is an unincorporated agricultural community in southwestern Florida known for its large farmworker population and role as a major center for tomato and other crop production.
  • E. Lantana, Florida
    Lantana, Florida is a small coastal town in Palm Beach County known for its beaches, marina, and relaxed residential character along the Atlantic shoreline.
  • 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: Tamiami, Florida
Triple: [Sweetwater, Florida, hasNeighboringCommunity, Tamiami, Florida]
Generated description
Tamiami, Florida is a suburban community in Miami-Dade County known for its proximity to the Everglades and its largely residential character.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tamiami, Florida
Target entity description: Tamiami, Florida is a suburban community in Miami-Dade County known for its proximity to the Everglades and its largely residential character.
  • A. Welaka, Florida
    Welaka, Florida is a small town on the St. Johns River known for its access to Lake George and its reputation as a hub for fishing and outdoor recreation.
  • B. Opa-locka, Florida
    Opa-locka, Florida is a city in Miami-Dade County known for its distinctive Moorish Revival architecture and proximity to Miami.
  • C. Estero, Florida
    Estero, Florida is a rapidly growing village in Southwest Florida known for its upscale shopping centers, residential communities, and proximity to the Gulf Coast.
  • D. Immokalee, Florida
    Immokalee, Florida is an unincorporated agricultural community in southwestern Florida known for its large farmworker population and role as a major center for tomato and other crop production.
  • E. Lantana, Florida
    Lantana, Florida is a small coastal town in Palm Beach County known for its beaches, marina, and relaxed residential character along the Atlantic shoreline.
  • 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_69e11e45fb848190a1b2ae21296e3a5f completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15722c3348190b63eb49764ef132d completed April 29, 2026, 12:56 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0acc982d3c81909bdaa67629552c10 completed May 18, 2026, 8:23 a.m.
NEDg Description generation batch_6a0acd9deed081908918511b31292add completed May 18, 2026, 8:28 a.m.
NED2 Entity disambiguation (via description) batch_6a0ace5e9b948190bd4fb7092e6fb62e completed May 18, 2026, 8:31 a.m.
Created at: April 16, 2026, 8:41 p.m.