Triple

T3565660
Position Surface form Disambiguated ID Type / Status
Subject Port Charlotte, Florida E75441 entity
Predicate partOf P40 FINISHED
Object Punta Gorda metropolitan area
The Punta Gorda metropolitan area is a small coastal metro region in southwest Florida centered on the city of Punta Gorda and surrounding communities in Charlotte County.
 E370976 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: Punta Gorda metropolitan area | Statement: [Port Charlotte, Florida, partOf, Punta Gorda metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Punta Gorda metropolitan area
Context triple: [Port Charlotte, Florida, partOf, Punta Gorda metropolitan area]
  • A. Fort Myers metropolitan area
    The Fort Myers metropolitan area is a region in Southwest Florida centered around the city of Fort Myers, known for its rapid growth, tourism-driven economy, and diverse communities including a significant Haitian American population.
  • B. Sarasota–Bradenton metropolitan area
    The Sarasota–Bradenton metropolitan area is a coastal urban region on Florida’s Gulf Coast known for its beaches, cultural attractions, and rapidly growing population centered around the cities of Sarasota and Bradenton.
  • C. Naples–Marco Island metropolitan area
    The Naples–Marco Island metropolitan area is a small, affluent coastal metro region in Southwest Florida known for its luxury tourism, beaches, and retirement communities.
  • D. Cape Coral
    Cape Coral is a rapidly growing coastal city in southwest Florida known for its extensive canal system and waterfront living.
  • E. Pensacola metropolitan area
    The Pensacola metropolitan area is a region in northwest Florida centered on the city of Pensacola, encompassing surrounding communities and serving as a regional hub for commerce, military activity, and Gulf Coast tourism.
  • 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: Punta Gorda metropolitan area
Triple: [Port Charlotte, Florida, partOf, Punta Gorda metropolitan area]
Generated description
The Punta Gorda metropolitan area is a small coastal metro region in southwest Florida centered on the city of Punta Gorda and surrounding communities in Charlotte County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Punta Gorda metropolitan area
Target entity description: The Punta Gorda metropolitan area is a small coastal metro region in southwest Florida centered on the city of Punta Gorda and surrounding communities in Charlotte County.
  • A. Fort Myers metropolitan area
    The Fort Myers metropolitan area is a region in Southwest Florida centered around the city of Fort Myers, known for its rapid growth, tourism-driven economy, and diverse communities including a significant Haitian American population.
  • B. Sarasota–Bradenton metropolitan area
    The Sarasota–Bradenton metropolitan area is a coastal urban region on Florida’s Gulf Coast known for its beaches, cultural attractions, and rapidly growing population centered around the cities of Sarasota and Bradenton.
  • C. Naples–Marco Island metropolitan area
    The Naples–Marco Island metropolitan area is a small, affluent coastal metro region in Southwest Florida known for its luxury tourism, beaches, and retirement communities.
  • D. Cape Coral
    Cape Coral is a rapidly growing coastal city in southwest Florida known for its extensive canal system and waterfront living.
  • E. Pensacola metropolitan area
    The Pensacola metropolitan area is a region in northwest Florida centered on the city of Pensacola, encompassing surrounding communities and serving as a regional hub for commerce, military activity, and Gulf Coast tourism.
  • 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_69ad85d512708190829c8b2d3a2ccfb8 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc0a8f6288190928479f5bea32245 completed March 8, 2026, 6:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69b402e8628c81909913974602782b7a completed March 13, 2026, 12:28 p.m.
NEDg Description generation batch_69b4040c823881909e5a89cee7d6f91e completed March 13, 2026, 12:33 p.m.
NED2 Entity disambiguation (via description) batch_69b4086f6da4819084778dffa33ef116 completed March 13, 2026, 12:51 p.m.
Created at: March 8, 2026, 3:21 p.m.