Triple

T2149164
Position Surface form Disambiguated ID Type / Status
Subject Fort Myers metropolitan area E47139 entity
Predicate hasCity P316 FINISHED
Object Bonita Springs
Bonita Springs is a coastal city in southwest Florida known for its Gulf beaches, parks, and resort communities.
 E296427 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: Bonita Springs | Statement: [Fort Myers metropolitan area, hasCity, Bonita Springs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bonita Springs
Context triple: [Fort Myers metropolitan area, hasCity, Bonita Springs]
  • A. Cape Coral
    Cape Coral is a rapidly growing coastal city in southwest Florida known for its extensive canal system and waterfront living.
  • B. Bradenton
    Bradenton is a city on Florida’s Gulf Coast known for its waterfront location along the Manatee River and proximity to popular beaches and the Sarasota–Bradenton metropolitan area.
  • C. Fort Pierce
    Fort Pierce is a coastal city on Florida’s Treasure Coast known for its historic downtown, fishing and boating, and role as the seat of St. Lucie County.
  • D. 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.
  • E. Deltona
    Deltona is a large residential city in Volusia County known as a major suburban community within the Greater Orlando–Central Florida region.
  • 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: Bonita Springs
Triple: [Fort Myers metropolitan area, hasCity, Bonita Springs]
Generated description
Bonita Springs is a coastal city in southwest Florida known for its Gulf beaches, parks, and resort communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bonita Springs
Target entity description: Bonita Springs is a coastal city in southwest Florida known for its Gulf beaches, parks, and resort communities.
  • A. Cape Coral
    Cape Coral is a rapidly growing coastal city in southwest Florida known for its extensive canal system and waterfront living.
  • B. Bradenton
    Bradenton is a city on Florida’s Gulf Coast known for its waterfront location along the Manatee River and proximity to popular beaches and the Sarasota–Bradenton metropolitan area.
  • C. Fort Pierce
    Fort Pierce is a coastal city on Florida’s Treasure Coast known for its historic downtown, fishing and boating, and role as the seat of St. Lucie County.
  • D. 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.
  • E. Deltona
    Deltona is a large residential city in Volusia County known as a major suburban community within the Greater Orlando–Central Florida region.
  • 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_69a88a1933e0819094f18426ed74180f completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abbe44d2608190986467d43ee224d4 completed March 7, 2026, 5:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc01a30608190839f9e11db0f7def completed March 10, 2026, 6:54 a.m.
NEDg Description generation batch_69afc0b6368081908e2520ac6680a409 completed March 10, 2026, 6:56 a.m.
NED2 Entity disambiguation (via description) batch_69afc145e61881908c0eeae455b02a78 completed March 10, 2026, 6:59 a.m.
Created at: March 4, 2026, 7:44 p.m.