Triple
T9735511
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Waiting for Superman |
E236046
|
entity |
| Predicate | featuresPerson |
P2308
|
FINISHED |
| Object |
Michelle Rhee
Michelle Rhee is an American educator and former chancellor of the Washington, D.C. public schools known for her controversial education reform efforts focused on accountability, standardized testing, and teacher evaluation.
|
E818630
|
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: Michelle Rhee | Statement: [Waiting for Superman, featuresPerson, Michelle Rhee]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michelle Rhee Context triple: [Waiting for Superman, featuresPerson, Michelle Rhee]
-
A.
Linda Darling-Hammond
Linda Darling-Hammond is a prominent American education scholar and policy expert known for her work on teacher quality, educational equity, and school reform.
-
B.
Diane Ravitch
Diane Ravitch is an American education historian and policy analyst known for her influential critiques of standardized testing and market-based school reforms.
-
C.
Betsy DeVos
Betsy DeVos is an American businesswoman and conservative political donor who served as the 11th United States Secretary of Education from 2017 to 2021.
-
D.
Rand Ravich
Rand Ravich is an American screenwriter, director, and producer best known for creating and producing television series such as "Crisis" and "Life" and writing the film "The Astronaut's Wife."
-
E.
Lee Shulman
Lee Shulman is an American educational psychologist best known for his work on pedagogical content knowledge and theories of teaching and teacher education.
- 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: Michelle Rhee Triple: [Waiting for Superman, featuresPerson, Michelle Rhee]
Generated description
Michelle Rhee is an American educator and former chancellor of the Washington, D.C. public schools known for her controversial education reform efforts focused on accountability, standardized testing, and teacher evaluation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michelle Rhee Target entity description: Michelle Rhee is an American educator and former chancellor of the Washington, D.C. public schools known for her controversial education reform efforts focused on accountability, standardized testing, and teacher evaluation.
-
A.
Linda Darling-Hammond
Linda Darling-Hammond is a prominent American education scholar and policy expert known for her work on teacher quality, educational equity, and school reform.
-
B.
Diane Ravitch
Diane Ravitch is an American education historian and policy analyst known for her influential critiques of standardized testing and market-based school reforms.
-
C.
Betsy DeVos
Betsy DeVos is an American businesswoman and conservative political donor who served as the 11th United States Secretary of Education from 2017 to 2021.
-
D.
Rand Ravich
Rand Ravich is an American screenwriter, director, and producer best known for creating and producing television series such as "Crisis" and "Life" and writing the film "The Astronaut's Wife."
-
E.
Lee Shulman
Lee Shulman is an American educational psychologist best known for his work on pedagogical content knowledge and theories of teaching and teacher education.
- F. None of above. chosen
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_69ca84d313e88190983ee6ffd0ef60d2 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cd9eee70d48190af5a833d7b33aaa5 |
completed | April 1, 2026, 10:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1afce9834819090949690b4ca8622 |
completed | April 5, 2026, 12:41 a.m. |
| NEDg | Description generation | batch_69d1b098c3348190a298cfe4921c8921 |
completed | April 5, 2026, 12:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1b124659481909e7a2ecaf01d8a50 |
completed | April 5, 2026, 12:47 a.m. |
Created at: March 30, 2026, 8:22 p.m.