Triple

T13402555
Position Surface form Disambiguated ID Type / Status
Subject Blountstown, Florida E319867 entity
Predicate hasMiddleSchool P113 FINISHED
Object Blountstown Middle School
Blountstown Middle School is a public middle school serving students in the small rural community of Blountstown in Calhoun County, Florida.
E1040820 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: Blountstown Middle School | Statement: [Blountstown, Florida, hasMiddleSchool, Blountstown Middle School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Blountstown Middle School
Context triple: [Blountstown, Florida, hasMiddleSchool, Blountstown Middle School]
  • A. Calhoun Middle School
    Calhoun Middle School is a public middle school serving students in the Calhoun, Louisiana community.
  • B. Blountville Elementary School
    Blountville Elementary School is a public primary school serving young students in the community of Blountville, Tennessee.
  • C. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • D. Tipton Middle School
    Tipton Middle School is a public middle school serving students in the Tipton Community School District.
  • E. Medlin Middle School
    Medlin Middle School is a public middle school serving students in the Roanoke, Texas 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: Blountstown Middle School
Triple: [Blountstown, Florida, hasMiddleSchool, Blountstown Middle School]
Generated description
Blountstown Middle School is a public middle school serving students in the small rural community of Blountstown in Calhoun County, Florida.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Blountstown Middle School
Target entity description: Blountstown Middle School is a public middle school serving students in the small rural community of Blountstown in Calhoun County, Florida.
  • A. Calhoun Middle School
    Calhoun Middle School is a public middle school serving students in the Calhoun, Louisiana community.
  • B. Blountville Elementary School
    Blountville Elementary School is a public primary school serving young students in the community of Blountville, Tennessee.
  • C. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • D. Tipton Middle School
    Tipton Middle School is a public middle school serving students in the Tipton Community School District.
  • E. Medlin Middle School
    Medlin Middle School is a public middle school serving students in the Roanoke, Texas area.
  • 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_69d806b943cc8190b6af624d385d7e12 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbae4982e0819087a9fcb2fa88541f completed April 12, 2026, 2:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69f73983b8f08190bf4d1a64c0beab97 completed May 3, 2026, 12:03 p.m.
NEDg Description generation batch_69f73cd5c9ec8190a2be4989d304d970 completed May 3, 2026, 12:17 p.m.
NED2 Entity disambiguation (via description) batch_69f73d489eb0819086fc93a6a851d2f7 completed May 3, 2026, 12:19 p.m.
Created at: April 9, 2026, 9:34 p.m.