Triple
T9337739
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States federal corruption investigation in Detroit |
E224687
|
entity |
| Predicate | targetedOfficial |
P860
|
FINISHED |
| Object | Kwame Kilpatrick |
E44070
|
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: Kwame Kilpatrick | Statement: [United States federal corruption investigation in Detroit, targetedOfficial, Kwame Kilpatrick]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kwame Kilpatrick Context triple: [United States federal corruption investigation in Detroit, targetedOfficial, Kwame Kilpatrick]
-
A.
Kwame Kilpatrick
chosen
Kwame Kilpatrick is a former mayor of Detroit who became widely known for his corruption scandal, criminal convictions, and subsequent imprisonment.
-
B.
M. C. Gainey
M. C. Gainey is an American character actor known for his rugged, often villainous roles in film and television, including work in major studio productions and animated features.
-
C.
Albert Wynn
Albert Wynn is an American politician and former Democratic U.S. Representative from Maryland who served in Congress from the early 1990s until his primary defeat by Donna Edwards.
-
D.
Howard Cunningham
Howard Cunningham is the affable, old-fashioned Milwaukee hardware store owner and father figure on the classic American sitcom "Happy Days."
-
E.
Ed Murray
Ed Murray is an American politician who served as the 53rd mayor of Seattle and previously spent many years in the Washington State Legislature.
- 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: targetedOfficial Context triple: [United States federal corruption investigation in Detroit, targetedOfficial, Kwame Kilpatrick]
-
A.
targetedOffice
Indicates that an action, event, or campaign was specifically directed at or focused on a particular office or organizational unit.
-
B.
targetedBecauseOf
Indicates that one entity is made a target of an action, harm, or scrutiny specifically due to possessing a particular attribute, identity, or characteristic.
-
C.
governingBodyTargeted
Indicates that an action or event is specifically directed at, aimed at, or intended to affect a governing body.
-
D.
oppositionTargeted
Indicates that an action or strategy is specifically directed against or aimed at an opposing party, group, or viewpoint.
-
E.
target
chosen
Indicates that one entity is the intended object, goal, or focus of another entity’s action or attention.
- 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_69ca84286fcc81909f6e7fd7a7e862a2 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd37f312408190b5501432a6a855b7 |
completed | April 1, 2026, 3:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1078635648190ac908fd6bd7228b0 |
completed | April 4, 2026, 12:43 p.m. |
| PD | Predicate disambiguation | batch_69cc7a66aef08190b8d668cff5b04f5f |
completed | April 1, 2026, 1:52 a.m. |
Created at: March 30, 2026, 7:40 p.m.