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.