Triple
T19788715
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Meta Berger |
E475348
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Milwaukee school board
The Milwaukee school board is the elected governing body responsible for setting policy and overseeing the public school system in Milwaukee, Wisconsin.
|
E970610
|
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: Milwaukee school board | Statement: [Meta Berger, memberOf, Milwaukee school board]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Milwaukee school board Context triple: [Meta Berger, memberOf, Milwaukee school board]
-
A.
Milwaukee Public Schools
Milwaukee Public Schools is the largest public school district in Wisconsin, serving the city of Milwaukee with a wide network of elementary, middle, and high schools.
-
B.
Green Bay Board of Education
The Green Bay Board of Education is the governing body responsible for overseeing public schools and educational policy in Green Bay, Wisconsin.
-
C.
Kenosha Unified School District
Kenosha Unified School District is a public school district in Kenosha, Wisconsin, responsible for operating numerous elementary, middle, and high schools in the area.
-
D.
Milwaukee Does
The Milwaukee Does were a short-lived professional women's basketball team that competed in the Women's Professional Basketball League in the late 1970s.
-
E.
Chicago Board of Education
The Chicago Board of Education is the appointed governing body responsible for setting policy and overseeing the operation of the Chicago Public Schools system.
- 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: Milwaukee school board Triple: [Meta Berger, memberOf, Milwaukee school board]
Generated description
The Milwaukee school board is the elected governing body responsible for setting policy and overseeing the public school system in Milwaukee, Wisconsin.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Milwaukee school board Target entity description: The Milwaukee school board is the elected governing body responsible for setting policy and overseeing the public school system in Milwaukee, Wisconsin.
-
A.
Milwaukee Public Schools
chosen
Milwaukee Public Schools is the largest public school district in Wisconsin, serving the city of Milwaukee with a wide network of elementary, middle, and high schools.
-
B.
Green Bay Board of Education
The Green Bay Board of Education is the governing body responsible for overseeing public schools and educational policy in Green Bay, Wisconsin.
-
C.
Kenosha Unified School District
Kenosha Unified School District is a public school district in Kenosha, Wisconsin, responsible for operating numerous elementary, middle, and high schools in the area.
-
D.
Milwaukee Does
The Milwaukee Does were a short-lived professional women's basketball team that competed in the Women's Professional Basketball League in the late 1970s.
-
E.
Chicago Board of Education
The Chicago Board of Education is the appointed governing body responsible for setting policy and overseeing the operation of the Chicago Public Schools system.
- F. None of above.
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_69d8e51b014081908b263e167370529a |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e65389c9ac81909e61b3cbb9213e72 |
completed | April 20, 2026, 4:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07c4fdbf4c8190a9177e87b65fc965 |
completed | May 16, 2026, 1:14 a.m. |
| NEDg | Description generation | batch_6a07c90c07a48190b0f23597124b5017 |
completed | May 16, 2026, 1:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07c97b33b481909e9b45b37cfe87b3 |
completed | May 16, 2026, 1:33 a.m. |
Created at: April 10, 2026, 1:49 p.m.