Triple
T16770520
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ashburn |
E407579
|
entity |
| Predicate | hasPublicSchoolOperator |
P90565
|
FINISHED |
| Object | Chicago Public Schools |
E52880
|
NE FINISHED |
How this triple was built (3 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: Chicago Public Schools | Statement: [Ashburn, hasPublicSchoolOperator, Chicago Public Schools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chicago Public Schools Context triple: [Ashburn, hasPublicSchoolOperator, Chicago Public Schools]
-
A.
Chicago Public Schools
chosen
Chicago Public Schools is the public school district serving the city of Chicago, operating a large network of elementary and secondary schools for local students.
-
B.
Lincoln Park Public Schools
Lincoln Park Public Schools is the public school district that serves students in pre-kindergarten through eighth grade in the borough of Lincoln Park, New Jersey.
-
C.
Community Consolidated School District 89
Community Consolidated School District 89 is a public school district serving elementary and middle school students in and around Glen Ellyn, Illinois.
-
D.
Community Consolidated School District 93
Community Consolidated School District 93 is a public school district in the western suburbs of Chicago that serves elementary and middle school students in parts of Hanover Park and surrounding communities.
-
E.
Community Consolidated School District 21
Community Consolidated School District 21 is a suburban public school district in the Chicago metropolitan area serving elementary and middle school students in and around Buffalo Grove, Illinois.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasPublicSchoolOperator Context triple: [Ashburn, hasPublicSchoolOperator, Chicago Public Schools]
-
A.
operatesSchoolsFor
chosen
Indicates that one entity manages and runs schools on behalf of or for the benefit of another entity.
-
B.
isNonPublicSchool
Indicates that a school operates as a private or otherwise non-public institution, not funded or administered as part of the public school system.
-
C.
operatesInSchoolSystem
Indicates that an entity carries out its functions or activities within a particular school system or educational district.
-
D.
hasPublicCharterSchoolSystem
Indicates that a jurisdiction operates a publicly funded charter school system as part of its education infrastructure.
-
E.
isOnlyPublicSchoolIn
Indicates that a school is the single public school located within a specified geographic or administrative area.
- F. None of above.
Provenance (4 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_69d8839174188190909f190097207065 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e3b0361e5081908f58edf766ff3ce0 |
completed | April 18, 2026, 4:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00a5361c3881909be0fb9b83a59993 |
completed | May 10, 2026, 3:33 p.m. |
| PD | Predicate disambiguation | batch_69e319cbd79c8190a03587a61c18bec0 |
completed | April 18, 2026, 5:42 a.m. |
Created at: April 10, 2026, 5:21 a.m.