Triple

T9161773
Position Surface form Disambiguated ID Type / Status
Subject Jack McKinney E219840 entity
Predicate placeOfDeath P21 FINISHED
Object Bonita Springs, Florida, United States
Bonita Springs is a coastal city in southwest Florida known for its Gulf of Mexico beaches, resort communities, and proximity to the greater Naples–Fort Myers metropolitan area.
E781393 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, Florida, United States | Statement: [Jack McKinney, placeOfDeath, Bonita Springs, Florida, United States]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bonita Springs, Florida, United States
Context triple: [Jack McKinney, placeOfDeath, Bonita Springs, Florida, United States]
  • A. Bradenton, Florida, United States of America
    Bradenton, Florida, United States of America, is a Gulf Coast city in Manatee County known for its waterfront location, subtropical climate, and role as a regional commercial and cultural center.
  • B. Fort Pierce, Florida, United States
    Fort Pierce is a coastal city on Florida’s Atlantic Treasure Coast, known for its historic downtown, fishing and boating, and its association with writer and anthropologist Zora Neale Hurston.
  • C. Palm Beach Gardens, Florida, United States
    Palm Beach Gardens is a city in Palm Beach County, Florida, known for its affluent residential communities, golf courses, and role as a regional commercial and corporate hub.
  • D. West Palm Beach, Florida, United States
    West Palm Beach is a coastal city in South Florida known for its waterfront downtown, cultural attractions, and role as a major urban center of Palm Beach County.
  • E. Green Cove Springs, Florida
    Green Cove Springs, Florida is a small historic city in Clay County known for its natural sulfur springs and location along the St. Johns River within the greater Jacksonville area.
  • 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, Florida, United States
Triple: [Jack McKinney, placeOfDeath, Bonita Springs, Florida, United States]
Generated description
Bonita Springs is a coastal city in southwest Florida known for its Gulf of Mexico beaches, resort communities, and proximity to the greater Naples–Fort Myers metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bonita Springs, Florida, United States
Target entity description: Bonita Springs is a coastal city in southwest Florida known for its Gulf of Mexico beaches, resort communities, and proximity to the greater Naples–Fort Myers metropolitan area.
  • A. Bradenton, Florida, United States of America
    Bradenton, Florida, United States of America, is a Gulf Coast city in Manatee County known for its waterfront location, subtropical climate, and role as a regional commercial and cultural center.
  • B. Fort Pierce, Florida, United States
    Fort Pierce is a coastal city on Florida’s Atlantic Treasure Coast, known for its historic downtown, fishing and boating, and its association with writer and anthropologist Zora Neale Hurston.
  • C. Palm Beach Gardens, Florida, United States
    Palm Beach Gardens is a city in Palm Beach County, Florida, known for its affluent residential communities, golf courses, and role as a regional commercial and corporate hub.
  • D. West Palm Beach, Florida, United States
    West Palm Beach is a coastal city in South Florida known for its waterfront downtown, cultural attractions, and role as a major urban center of Palm Beach County.
  • E. Green Cove Springs, Florida
    Green Cove Springs, Florida is a small historic city in Clay County known for its natural sulfur springs and location along the St. Johns River within the greater Jacksonville area.
  • 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_69ca83e3633c81908688a9fa2306ba99 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccaa2c1a9881909b7100b6e436386d completed April 1, 2026, 5:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69d054770a0c819095cf0a7cc8d1a057 completed April 3, 2026, 11:59 p.m.
NEDg Description generation batch_69d0551895e48190bf1a4754bb5ab94c completed April 4, 2026, 12:02 a.m.
NED2 Entity disambiguation (via description) batch_69d055b23f8c8190973832f60402c703 completed April 4, 2026, 12:05 a.m.
Created at: March 30, 2026, 7:21 p.m.