Triple
T11391028
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Warren G. Harding administration |
E269834
|
entity |
| Predicate | notableFor |
P22
|
FINISHED |
| Object |
Ohio Gang corruption scandals
The Ohio Gang corruption scandals were a series of notorious graft and influence-peddling schemes involving President Warren G. Harding’s close associates, which severely damaged public trust in the federal government in the early 1920s.
|
E923159
|
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: Ohio Gang corruption scandals | Statement: [Warren G. Harding administration, notableFor, Ohio Gang corruption scandals]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ohio Gang corruption scandals Context triple: [Warren G. Harding administration, notableFor, Ohio Gang corruption scandals]
-
A.
Rampart scandal
The Rampart scandal was a major late-1990s corruption and misconduct controversy involving the Los Angeles Police Department’s Rampart Division anti-gang unit, exposing widespread abuses, evidence tampering, and wrongful convictions.
-
B.
United States federal corruption investigation in Detroit
The United States federal corruption investigation in Detroit was a major probe into widespread public corruption that led to the conviction and imprisonment of former Detroit Mayor Kwame Kilpatrick and several associates.
-
C.
Sanborn contracts scandal
The Sanborn contracts scandal was a major 1870s U.S. political controversy involving corrupt tax-collection contracts that damaged the reputation of President Ulysses S. Grant’s administration.
-
D.
Mafia Commission Trial
The Mafia Commission Trial was a landmark 1980s U.S. federal prosecution that targeted the leadership of New York’s Five Families, severely weakening the American Mafia’s governing body.
-
E.
Willie Horton controversy
The Willie Horton controversy was a highly charged political issue in the 1988 U.S. presidential campaign, centered on a convicted murderer who committed violent crimes while on furlough, and used in attack ads to portray Democratic nominee Michael Dukakis as soft on crime.
- 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: Ohio Gang corruption scandals Triple: [Warren G. Harding administration, notableFor, Ohio Gang corruption scandals]
Generated description
The Ohio Gang corruption scandals were a series of notorious graft and influence-peddling schemes involving President Warren G. Harding’s close associates, which severely damaged public trust in the federal government in the early 1920s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ohio Gang corruption scandals Target entity description: The Ohio Gang corruption scandals were a series of notorious graft and influence-peddling schemes involving President Warren G. Harding’s close associates, which severely damaged public trust in the federal government in the early 1920s.
-
A.
Rampart scandal
The Rampart scandal was a major late-1990s corruption and misconduct controversy involving the Los Angeles Police Department’s Rampart Division anti-gang unit, exposing widespread abuses, evidence tampering, and wrongful convictions.
-
B.
United States federal corruption investigation in Detroit
The United States federal corruption investigation in Detroit was a major probe into widespread public corruption that led to the conviction and imprisonment of former Detroit Mayor Kwame Kilpatrick and several associates.
-
C.
Sanborn contracts scandal
The Sanborn contracts scandal was a major 1870s U.S. political controversy involving corrupt tax-collection contracts that damaged the reputation of President Ulysses S. Grant’s administration.
-
D.
Mafia Commission Trial
The Mafia Commission Trial was a landmark 1980s U.S. federal prosecution that targeted the leadership of New York’s Five Families, severely weakening the American Mafia’s governing body.
-
E.
Willie Horton controversy
The Willie Horton controversy was a highly charged political issue in the 1988 U.S. presidential campaign, centered on a convicted murderer who committed violent crimes while on furlough, and used in attack ads to portray Democratic nominee Michael Dukakis as soft on crime.
- 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_69d6aacdbc6c8190af6dc3d5f5d22836 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d800160a1c81909d115bf89fe54a49 |
completed | April 9, 2026, 7:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e58c8f5ed88190b9cc55c0a73993ec |
completed | April 20, 2026, 2:16 a.m. |
| NEDg | Description generation | batch_69e5932d3cb88190807acdcdc3aaa9fc |
completed | April 20, 2026, 2:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e59a0ab7e081908cb8761c4f82c664 |
completed | April 20, 2026, 3:14 a.m. |
Created at: April 8, 2026, 9:34 p.m.