Triple

T13459637
Position Surface form Disambiguated ID Type / Status
Subject Ada, Michigan E311324 entity
Predicate hasEducationalServicesFrom P31099 FINISHED
Object Forest Hills Public Schools
Forest Hills Public Schools is a public school district serving students in and around Ada, Michigan, known for its strong academic programs and community-focused education.
E1045363 NE FINISHED

How this triple was built (5 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: Forest Hills Public Schools | Statement: [Ada, Michigan, hasEducationalServicesFrom, Forest Hills Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Forest Hills Public Schools
Context triple: [Ada, Michigan, hasEducationalServicesFrom, Forest Hills Public Schools]
  • A. Forest Hills High School
    Forest Hills High School is a public secondary school serving students in the Forest Hills neighborhood of Queens, New York City.
  • B. Pocantico Hills School
    Pocantico Hills School is a small public school serving elementary and middle school students in the hamlet of Pocantico Hills in Westchester County, New York.
  • C. Sewanhaka Central High School District
    Sewanhaka Central High School District is a public school district in Nassau County, New York, serving several communities in western Long Island with multiple high schools.
  • D. York Community High School
    York Community High School is a public secondary school serving students in the Elmhurst, Illinois area.
  • E. White Plains Public Schools
    White Plains Public Schools is the public school district serving the city of White Plains, New York, overseeing its elementary, middle, and high schools.
  • 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: Forest Hills Public Schools
Triple: [Ada, Michigan, hasEducationalServicesFrom, Forest Hills Public Schools]
Generated description
Forest Hills Public Schools is a public school district serving students in and around Ada, Michigan, known for its strong academic programs and community-focused education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Forest Hills Public Schools
Target entity description: Forest Hills Public Schools is a public school district serving students in and around Ada, Michigan, known for its strong academic programs and community-focused education.
  • A. Forest Hills High School
    Forest Hills High School is a public secondary school serving students in the Forest Hills neighborhood of Queens, New York City.
  • B. Pocantico Hills School
    Pocantico Hills School is a small public school serving elementary and middle school students in the hamlet of Pocantico Hills in Westchester County, New York.
  • C. Sewanhaka Central High School District
    Sewanhaka Central High School District is a public school district in Nassau County, New York, serving several communities in western Long Island with multiple high schools.
  • D. York Community High School
    York Community High School is a public secondary school serving students in the Elmhurst, Illinois area.
  • E. White Plains Public Schools
    White Plains Public Schools is the public school district serving the city of White Plains, New York, overseeing its elementary, middle, and high schools.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasEducationalServicesFrom
Context triple: [Ada, Michigan, hasEducationalServicesFrom, Forest Hills Public Schools]
  • A. hasEducationServices
    Indicates that one entity provides or offers educational services to another entity or within a particular context.
  • B. hasEducationalServiceArea
    Indicates that an entity (such as an educational institution or authority) is responsible for providing educational services within a specified geographic area.
  • C. hasEducationalSupportFrom chosen
    Indicates that one entity receives educational assistance, guidance, or resources from another entity.
  • D. educationalSector
    Indicates a relationship in which something is part of, associated with, or operates within the education or schooling domain.
  • E. isEducationalCenterOf
    Indicates that an institution functions as the primary educational center serving, representing, or associated with a particular area, organization, or group.
  • F. None of above.

Provenance (6 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_69d806a938b8819097ec43a2229fc7f9 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaf0c177081909178dec61b09c278 completed April 12, 2026, 2:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7547d4f20819096765e125396e471 completed May 3, 2026, 1:58 p.m.
NEDg Description generation batch_69f75702e8c481909f668b41c8606514 completed May 3, 2026, 2:09 p.m.
NED2 Entity disambiguation (via description) batch_69f75779113c81909e1d06d79fc3d8a9 completed May 3, 2026, 2:11 p.m.
PD Predicate disambiguation batch_69d9a03dcd0c8190a8927eb4eaad1c45 completed April 11, 2026, 1:13 a.m.
Created at: April 9, 2026, 9:41 p.m.