Triple

T13720158
Position Surface form Disambiguated ID Type / Status
Subject Williston, Vermont E329008 entity
Predicate hasEducationalInstitution P113 FINISHED
Object Williston Central School
Williston Central School is a public elementary and middle school serving students in the town of Williston, Vermont.
 E1056954 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: Williston Central School | Statement: [Williston, Vermont, hasEducationalInstitution, Williston Central School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Williston Central School
Context triple: [Williston, Vermont, hasEducationalInstitution, Williston Central School]
  • A. Windham School District
    Windham School District is the public school system serving the town of Windham in southern New Hampshire.
  • B. Windham High School
    Windham High School is a public secondary school serving students in the town of Windham, New Hampshire.
  • C. Maine-Endwell Central School District
    Maine-Endwell Central School District is a public school district in New York State that provides K–12 education to students in the communities of Maine and Endwell and is known for strong academics and extracurricular programs.
  • D. Brewster Central School District
    Brewster Central School District is a public school district in New York State that serves students in and around the Village of Brewster.
  • E. Valley Central School District
    Valley Central School District is a public school district serving students in and around the Town of Wallkill in Orange County, New York.
  • 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: Williston Central School
Triple: [Williston, Vermont, hasEducationalInstitution, Williston Central School]
Generated description
Williston Central School is a public elementary and middle school serving students in the town of Williston, Vermont.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Williston Central School
Target entity description: Williston Central School is a public elementary and middle school serving students in the town of Williston, Vermont.
  • A. Windham School District
    Windham School District is the public school system serving the town of Windham in southern New Hampshire.
  • B. Windham High School
    Windham High School is a public secondary school serving students in the town of Windham, New Hampshire.
  • C. Maine-Endwell Central School District
    Maine-Endwell Central School District is a public school district in New York State that provides K–12 education to students in the communities of Maine and Endwell and is known for strong academics and extracurricular programs.
  • D. Brewster Central School District
    Brewster Central School District is a public school district in New York State that serves students in and around the Village of Brewster.
  • E. Valley Central School District
    Valley Central School District is a public school district serving students in and around the Town of Wallkill in Orange County, New York.
  • 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_69d80770b9bc81909f70c8c317d53cff completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dd439a121c81908cae964e7756274c completed April 13, 2026, 7:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69f79d5c4f848190993f829824eabbef completed May 3, 2026, 7:09 p.m.
NEDg Description generation batch_69f79e77b5e88190a85f4061c8abb8a4 completed May 3, 2026, 7:13 p.m.
NED2 Entity disambiguation (via description) batch_69f79fa5249481909b2c046ed9801371 completed May 3, 2026, 7:19 p.m.
Created at: April 9, 2026, 9:55 p.m.