Triple

T3622410
Position Surface form Disambiguated ID Type / Status
Subject Bonifay, Florida E76756 entity
Predicate hasPublicSchool P113 FINISHED
Object Bonifay K-8 School
Bonifay K-8 School is a public kindergarten-through-eighth-grade school serving students in the small city of Bonifay in Florida’s Panhandle region.
 E373702 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: Bonifay K-8 School | Statement: [Bonifay, Florida, hasPublicSchool, Bonifay K-8 School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bonifay K-8 School
Context triple: [Bonifay, Florida, hasPublicSchool, Bonifay K-8 School]
  • A. Bonny Slope Elementary School
    Bonny Slope Elementary School is a public primary school serving students in the Cedar Mill area of the Portland, Oregon metropolitan region.
  • B. Bow Elementary School
    Bow Elementary School is a public primary school serving young students in the town of Bow, New Hampshire.
  • C. Weems Elementary School
    Weems Elementary School is a public elementary school in Manassas, Virginia, serving early-grade students as part of the Manassas City Public Schools system.
  • D. Union School
    Union School is a public elementary school serving students in the town of Farmington, Connecticut.
  • E. Bridgeport Elementary School
    Bridgeport Elementary School is a public primary school serving young students in the community of Tualatin, Oregon.
  • 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: Bonifay K-8 School
Triple: [Bonifay, Florida, hasPublicSchool, Bonifay K-8 School]
Generated description
Bonifay K-8 School is a public kindergarten-through-eighth-grade school serving students in the small city of Bonifay in Florida’s Panhandle region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bonifay K-8 School
Target entity description: Bonifay K-8 School is a public kindergarten-through-eighth-grade school serving students in the small city of Bonifay in Florida’s Panhandle region.
  • A. Bonny Slope Elementary School
    Bonny Slope Elementary School is a public primary school serving students in the Cedar Mill area of the Portland, Oregon metropolitan region.
  • B. Bow Elementary School
    Bow Elementary School is a public primary school serving young students in the town of Bow, New Hampshire.
  • C. Weems Elementary School
    Weems Elementary School is a public elementary school in Manassas, Virginia, serving early-grade students as part of the Manassas City Public Schools system.
  • D. Union School
    Union School is a public elementary school serving students in the town of Farmington, Connecticut.
  • E. Bridgeport Elementary School
    Bridgeport Elementary School is a public primary school serving young students in the community of Tualatin, Oregon.
  • 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_69ad85dae2fc81908d1ceadbc6af0089 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc2bb12cc8190bd67597cf3b66a3a completed March 8, 2026, 6:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69b43320955c8190910c0f15c80f41f4 completed March 13, 2026, 3:54 p.m.
NEDg Description generation batch_69b43705642881909c62b7363a4f3a12 completed March 13, 2026, 4:10 p.m.
NED2 Entity disambiguation (via description) batch_69b4379cd04c81909246747bcc357261 completed March 13, 2026, 4:13 p.m.
Created at: March 8, 2026, 3:23 p.m.