Triple

T12033547
Position Surface form Disambiguated ID Type / Status
Subject Marion County, Florida E286473 entity
Predicate partOf P40 FINISHED
Object Ocala, Florida Metropolitan Statistical Area
The Ocala, Florida Metropolitan Statistical Area is a U.S. Census-defined region in north-central Florida centered on the city of Ocala and encompassing its surrounding communities and economy.
E175983 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: Ocala, Florida Metropolitan Statistical Area | Statement: [Marion County, Florida, partOf, Ocala, Florida Metropolitan Statistical Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ocala, Florida Metropolitan Statistical Area
Context triple: [Marion County, Florida, partOf, Ocala, Florida Metropolitan Statistical Area]
  • A. Tallahassee metropolitan area
    The Tallahassee metropolitan area is a regional urban and economic hub in northern Florida centered on the state capital and its surrounding communities.
  • 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. Ocala
    Ocala is a city in north-central Florida known for its thoroughbred horse farms and historic downtown.
  • D. Gainesville metropolitan area
    The Gainesville metropolitan area is a North Central Florida urban region centered on the city of Gainesville, known for being home to the University of Florida and serving as an educational, medical, and cultural hub for the surrounding counties.
  • E. Eustis, Florida
    Eustis, Florida is a small central Florida city known for its historic downtown, access to nearby lakes, and role as part of the Orlando–Kissimmee–Sanford metropolitan 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: Ocala, Florida Metropolitan Statistical Area
Triple: [Marion County, Florida, partOf, Ocala, Florida Metropolitan Statistical Area]
Generated description
The Ocala, Florida Metropolitan Statistical Area is a U.S. Census-defined region in north-central Florida centered on the city of Ocala and encompassing its surrounding communities and economy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ocala, Florida Metropolitan Statistical Area
Target entity description: The Ocala, Florida Metropolitan Statistical Area is a U.S. Census-defined region in north-central Florida centered on the city of Ocala and encompassing its surrounding communities and economy.
  • A. Tallahassee metropolitan area
    The Tallahassee metropolitan area is a regional urban and economic hub in northern Florida centered on the state capital and its surrounding communities.
  • 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. Ocala chosen
    Ocala is a city in north-central Florida known for its thoroughbred horse farms and historic downtown.
  • D. Gainesville metropolitan area
    The Gainesville metropolitan area is a North Central Florida urban region centered on the city of Gainesville, known for being home to the University of Florida and serving as an educational, medical, and cultural hub for the surrounding counties.
  • E. Eustis, Florida
    Eustis, Florida is a small central Florida city known for its historic downtown, access to nearby lakes, and role as part of the Orlando–Kissimmee–Sanford metropolitan area.
  • 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_69d6ab4669e48190b59246358b0383ab completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9040724ec8190808f334013ddc6d6 completed April 10, 2026, 2:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69f49d6ec4b8819093ff50254a851444 completed May 1, 2026, 12:32 p.m.
NEDg Description generation batch_69f53d930714819080f92d223d930389 completed May 1, 2026, 11:56 p.m.
NED2 Entity disambiguation (via description) batch_69f564ed64008190bfbeaf0991a7c2b8 completed May 2, 2026, 2:43 a.m.
Created at: April 8, 2026, 9:47 p.m.