Triple

T13093378
Position Surface form Disambiguated ID Type / Status
Subject Withlacoochee State Trail E310518 entity
Predicate passesThrough P225 FINISHED
Object Hernando, Florida
Hernando, Florida is an unincorporated community in Citrus County known for its access to outdoor recreation, including biking and nature activities along the nearby Withlacoochee State Trail.
E1033304 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: Hernando, Florida | Statement: [Withlacoochee State Trail, passesThrough, Hernando, Florida]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hernando, Florida
Context triple: [Withlacoochee State Trail, passesThrough, Hernando, Florida]
  • A. Hernando
    Hernando is the Spanish form of the given name Ferdinand, historically borne by several notable figures including explorers and monarchs.
  • B. Dade City, Florida
    Dade City, Florida is a small historic city in Pasco County known for its preserved downtown, annual Kumquat Festival, and role as the county seat in the Tampa Bay region.
  • C. Wellington, Florida
    Wellington, Florida is an affluent village in Palm Beach County known as a major international equestrian center and winter polo capital of the world.
  • D. Sanford, Florida
    Sanford, Florida is a historic city in central Florida on the southern shore of Lake Monroe, known as a transportation hub and gateway to the Orlando metropolitan area.
  • E. Hamburg, Florida
    Hamburg, Florida is a small unincorporated rural community located in Madison County in northern Florida.
  • 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: Hernando, Florida
Triple: [Withlacoochee State Trail, passesThrough, Hernando, Florida]
Generated description
Hernando, Florida is an unincorporated community in Citrus County known for its access to outdoor recreation, including biking and nature activities along the nearby Withlacoochee State Trail.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hernando, Florida
Target entity description: Hernando, Florida is an unincorporated community in Citrus County known for its access to outdoor recreation, including biking and nature activities along the nearby Withlacoochee State Trail.
  • A. Hernando
    Hernando is the Spanish form of the given name Ferdinand, historically borne by several notable figures including explorers and monarchs.
  • B. Dade City, Florida
    Dade City, Florida is a small historic city in Pasco County known for its preserved downtown, annual Kumquat Festival, and role as the county seat in the Tampa Bay region.
  • C. Wellington, Florida
    Wellington, Florida is an affluent village in Palm Beach County known as a major international equestrian center and winter polo capital of the world.
  • D. Sanford, Florida
    Sanford, Florida is a historic city in central Florida on the southern shore of Lake Monroe, known as a transportation hub and gateway to the Orlando metropolitan area.
  • E. Hamburg, Florida
    Hamburg, Florida is a small unincorporated rural community located in Madison County in northern Florida.
  • 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_69d806a733548190989cfd4ce981ca33 completed April 9, 2026, 8:05 p.m.
NER Named-entity recognition batch_69d9813cd1b881909871a318fdd60672 completed April 10, 2026, 11:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69f716bcbd188190ac74560a5f9e3654 completed May 3, 2026, 9:34 a.m.
NEDg Description generation batch_69f717f4d80c8190a1a95c0f2c83c563 completed May 3, 2026, 9:40 a.m.
NED2 Entity disambiguation (via description) batch_69f718b852808190a2a0fb48424bffb0 completed May 3, 2026, 9:43 a.m.
Created at: April 9, 2026, 9:03 p.m.