Triple
T18805664
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Izzy Richardson |
E459866
|
entity |
| Predicate | attendsSchoolIn |
P133081
|
FINISHED |
| Object | Shaker Heights, Ohio |
—
|
NE NERFINISHED |
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: Shaker Heights, Ohio | Statement: [Izzy Richardson, attendsSchoolIn, Shaker Heights, Ohio]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shaker Heights, Ohio Context triple: [Izzy Richardson, attendsSchoolIn, Shaker Heights, Ohio]
-
A.
Shaker Heights
chosen
Shaker Heights is an affluent, historically planned suburban city located on the eastern side of Cleveland in northeastern Ohio.
-
B.
Greenhills, Ohio
Greenhills, Ohio is a planned New Deal-era "greenbelt" community near Cincinnati, developed in the 1930s as a model suburban town with integrated green spaces and community facilities.
-
C.
Grandview Heights, Ohio
Grandview Heights, Ohio is a small, affluent suburban city just west of downtown Columbus known for its walkable neighborhoods, strong schools, and close-knit community.
-
D.
Cleveland Heights
Cleveland Heights is an inner-ring suburban city of Cleveland in northeastern Ohio, known for its historic neighborhoods, cultural diversity, and vibrant arts and dining scenes.
-
E.
Bellaire, Ohio
Bellaire, Ohio is a historic village along the Ohio River known for its glass manufacturing heritage and role as a regional industrial and transportation hub.
- 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: attendsSchoolIn Context triple: [Izzy Richardson, attendsSchoolIn, Shaker Heights, Ohio]
-
A.
hasSchoolIn
Indicates that a school is located within or operates in a specified place or region.
-
B.
schoolAttended
Indicates that one entity has attended, or been enrolled as a student at, the school represented by the other entity.
-
C.
schoolBelongsTo
Indicates that a particular school is owned by, affiliated with, or under the authority or jurisdiction of a specific organization, institution, or administrative entity.
-
D.
schoolTypeAttended
Indicates the specific type or category of school that an entity has attended.
-
E.
schoolOf
Indicates that an educational institution is the one where a person studied, worked, or is otherwise academically affiliated.
- F. None of above. chosen
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_69d8d398c7d4819091cb2f7e48948aeb |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5a3d6d5e081909d8285e52cb753ba |
completed | April 20, 2026, 3:56 a.m. |
| PD | Predicate disambiguation | batch_69e48d16dd34819096e096d0c0e4c15c |
completed | April 19, 2026, 8:06 a.m. |
| PDg | Predicate description generation | batch_69e49785fd7081909577e90a55df0a35 |
completed | April 19, 2026, 8:51 a.m. |
Created at: April 10, 2026, 11:53 a.m.