Triple

T3797006
Position Surface form Disambiguated ID Type / Status
Subject Ballston Spa E91594 entity
Predicate hasEducationalInstitution P113 FINISHED
Object Ballston Spa Central School District
Ballston Spa Central School District is a public school district in Ballston Spa, New York, serving local students from elementary through high school with a range of academic and extracurricular programs.
E389097 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: Ballston Spa Central School District | Statement: [Ballston Spa, hasEducationalInstitution, Ballston Spa Central School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ballston Spa Central School District
Context triple: [Ballston Spa, hasEducationalInstitution, Ballston Spa Central School District]
  • A. Saratoga Springs City School District
    Saratoga Springs City School District is a public school district in upstate New York that serves students in and around the city of Saratoga Springs and neighboring communities.
  • B. 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.
  • C. Williamsville Central School District
    Williamsville Central School District is a public school district serving students in the suburban community of Williamsville and surrounding areas near Buffalo in western New York State.
  • D. Chappaqua Central School District
    Chappaqua Central School District is a public school district in New York State known for its high academic standards and serving communities in northern Westchester County, including parts of Mount Kisco.
  • E. Yorktown Central School District
    Yorktown Central School District is a public school district serving students in the Town of Yorktown in Westchester 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: Ballston Spa Central School District
Triple: [Ballston Spa, hasEducationalInstitution, Ballston Spa Central School District]
Generated description
Ballston Spa Central School District is a public school district in Ballston Spa, New York, serving local students from elementary through high school with a range of academic and extracurricular programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ballston Spa Central School District
Target entity description: Ballston Spa Central School District is a public school district in Ballston Spa, New York, serving local students from elementary through high school with a range of academic and extracurricular programs.
  • A. Saratoga Springs City School District
    Saratoga Springs City School District is a public school district in upstate New York that serves students in and around the city of Saratoga Springs and neighboring communities.
  • B. 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.
  • C. Williamsville Central School District
    Williamsville Central School District is a public school district serving students in the suburban community of Williamsville and surrounding areas near Buffalo in western New York State.
  • D. Chappaqua Central School District
    Chappaqua Central School District is a public school district in New York State known for its high academic standards and serving communities in northern Westchester County, including parts of Mount Kisco.
  • E. Yorktown Central School District
    Yorktown Central School District is a public school district serving students in the Town of Yorktown in Westchester 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_69aed96354f48190a768966d6bd19b04 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aee7a0818481909460197929ebb8e4 completed March 9, 2026, 3:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4f061a9e481908d16ae0aa44e2f16 completed March 14, 2026, 5:21 a.m.
NEDg Description generation batch_69b4f25fab648190abbded4d44357c54 completed March 14, 2026, 5:30 a.m.
NED2 Entity disambiguation (via description) batch_69b4f314a63c8190a76ed8f4bd21eaf5 completed March 14, 2026, 5:33 a.m.
Created at: March 9, 2026, 3:15 p.m.