Triple

T7603690
Position Surface form Disambiguated ID Type / Status
Subject U.S. Route 27 in Florida E180047 entity
Predicate servesCity P82 FINISHED
Object Avon Park, Florida
Avon Park, Florida is a small central Florida city in Highlands County known for its historic downtown, citrus industry, and proximity to numerous lakes and natural areas.
E676101 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: Avon Park, Florida | Statement: [U.S. Route 27 in Florida, servesCity, Avon Park, Florida]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Avon Park, Florida
Context triple: [U.S. Route 27 in Florida, servesCity, Avon Park, Florida]
  • A. Sandestin, Florida
    Sandestin, Florida is a master-planned resort community on the Gulf Coast known for its beaches, golf courses, and vacation amenities.
  • B. DeBary, Florida
    DeBary, Florida is a small city in Volusia County known as a residential community in Central Florida situated along the St. Johns River.
  • C. Laurel Hill, Florida
    Laurel Hill, Florida is a small rural city in the Florida Panhandle known for its agricultural character and close-knit community.
  • D. Parker, Florida
    Parker, Florida is a small coastal city in Bay County near Panama City, known for its residential communities and proximity to St. Andrew Bay.
  • E. Fleming Island, Florida
    Fleming Island, Florida is a suburban community in Clay County near Jacksonville, known for its residential neighborhoods, schools, and waterfront access along the St. Johns River.
  • 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: Avon Park, Florida
Triple: [U.S. Route 27 in Florida, servesCity, Avon Park, Florida]
Generated description
Avon Park, Florida is a small central Florida city in Highlands County known for its historic downtown, citrus industry, and proximity to numerous lakes and natural areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Avon Park, Florida
Target entity description: Avon Park, Florida is a small central Florida city in Highlands County known for its historic downtown, citrus industry, and proximity to numerous lakes and natural areas.
  • A. Sandestin, Florida
    Sandestin, Florida is a master-planned resort community on the Gulf Coast known for its beaches, golf courses, and vacation amenities.
  • B. DeBary, Florida
    DeBary, Florida is a small city in Volusia County known as a residential community in Central Florida situated along the St. Johns River.
  • C. Laurel Hill, Florida
    Laurel Hill, Florida is a small rural city in the Florida Panhandle known for its agricultural character and close-knit community.
  • D. Parker, Florida
    Parker, Florida is a small coastal city in Bay County near Panama City, known for its residential communities and proximity to St. Andrew Bay.
  • E. Fleming Island, Florida
    Fleming Island, Florida is a suburban community in Clay County near Jacksonville, known for its residential neighborhoods, schools, and waterfront access along the St. Johns River.
  • 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_69c69f3567008190ab01d2ca7b53584a completed March 27, 2026, 3:16 p.m.
NER Named-entity recognition batch_69c6f9fa633081909660f653f5b073cd completed March 27, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8684f3cf08190bc3cbafbd8c1b9a0 completed March 28, 2026, 11:46 p.m.
NEDg Description generation batch_69c86935488c8190854173b940a3e4bd completed March 28, 2026, 11:50 p.m.
NED2 Entity disambiguation (via description) batch_69c869b673c081908f2bb2eb59c2dec8 completed March 28, 2026, 11:52 p.m.
Created at: March 27, 2026, 3:54 p.m.