Triple
T15038042
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kevin Johnson |
E378526
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object | Michelle Rhee |
E818630
|
NE FINISHED |
How this triple was built (2 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: [Kevin Johnson, spouse, Michelle Rhee]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michelle Rhee Context triple: [Kevin Johnson, spouse, Michelle Rhee]
-
A.
Michelle Rhee
chosen
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.
-
B.
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.
-
C.
J. Harvie Wilkinson III
J. Harvie Wilkinson III is a prominent American jurist who has served as a judge on the U.S. Court of Appeals for the Fourth Circuit and is known for his influential conservative legal opinions.
-
D.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d85cd46b2c819090d054c27787f677 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded82cf3848190b0b2b6c9e65bc70b |
completed | April 15, 2026, 12:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe9ddfc13481909333690016650410 |
completed | May 9, 2026, 2:37 a.m. |
Created at: April 10, 2026, 2:59 a.m.