Triple

T1063626
Position Surface form Disambiguated ID Type / Status
Subject Collier County E22960 entity
Predicate contains P35 FINISHED
Object Chokoloskee, Florida
Chokoloskee, Florida is a small island community in the Ten Thousand Islands region of southwest Florida, known as a gateway to Everglades National Park and a hub for fishing and ecotourism.
E174675 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: Chokoloskee, Florida | Statement: [Collier County, contains, Chokoloskee, Florida]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chokoloskee, Florida
Context triple: [Collier County, contains, Chokoloskee, Florida]
  • A. 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.
  • B. Pinetta, Florida
    Pinetta, Florida is a small rural community located in northern Florida near the Georgia border, known for its agricultural surroundings and close-knit local population.
  • C. Lovett, Florida
    Lovett, Florida is a small unincorporated rural community located in Madison County in the northern part of the state.
  • D. Copeland, Florida
    Copeland, Florida is a small unincorporated community in southwestern Florida, located near the Big Cypress National Preserve and the Everglades.
  • E. Lee, Florida
    Lee, Florida is a small rural town located in northern Florida within Madison County.
  • 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: Chokoloskee, Florida
Triple: [Collier County, contains, Chokoloskee, Florida]
Generated description
Chokoloskee, Florida is a small island community in the Ten Thousand Islands region of southwest Florida, known as a gateway to Everglades National Park and a hub for fishing and ecotourism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chokoloskee, Florida
Target entity description: Chokoloskee, Florida is a small island community in the Ten Thousand Islands region of southwest Florida, known as a gateway to Everglades National Park and a hub for fishing and ecotourism.
  • A. 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.
  • B. Pinetta, Florida
    Pinetta, Florida is a small rural community located in northern Florida near the Georgia border, known for its agricultural surroundings and close-knit local population.
  • C. Lovett, Florida
    Lovett, Florida is a small unincorporated rural community located in Madison County in the northern part of the state.
  • D. Copeland, Florida chosen
    Copeland, Florida is a small unincorporated community in southwestern Florida, located near the Big Cypress National Preserve and the Everglades.
  • E. Lee, Florida
    Lee, Florida is a small rural town located in northern Florida within Madison County.
  • F. None of above.

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_69a493dada0481909c43649f9843ea91 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b8f85cc08190ae03ac6c84936cc5 completed March 1, 2026, 10:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad36f094888190b3ccb2acb266941c completed March 8, 2026, 8:44 a.m.
NEDg Description generation batch_69ad379a29508190830c885a4bd51445 completed March 8, 2026, 8:47 a.m.
NED2 Entity disambiguation (via description) batch_69ad381cfcf0819093672775ec792c29 completed March 8, 2026, 8:49 a.m.
Created at: March 1, 2026, 7:42 p.m.