Triple
T22138072
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Whitewater controversy |
E547083
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Madison Guaranty investigation
The Madison Guaranty investigation was a U.S. federal inquiry into the failed Madison Guaranty Savings & Loan, which became a central focus of the broader Whitewater political scandal involving Bill and Hillary Clinton.
|
E1521150
|
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: Madison Guaranty investigation | Statement: [Whitewater controversy, hasPart, Madison Guaranty investigation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Madison Guaranty investigation Context triple: [Whitewater controversy, hasPart, Madison Guaranty investigation]
-
A.
Maguire Seven case
The Maguire Seven case was a notorious miscarriage of justice in the UK in which seven members of the Maguire family were wrongfully convicted in the 1970s of handling explosives allegedly linked to IRA bombings, before their convictions were quashed in 1991.
-
B.
United States v. Bernard L. Madoff
United States v. Bernard L. Madoff is the landmark federal criminal case in which financier Bernard Madoff was prosecuted and sentenced for orchestrating one of the largest Ponzi schemes in history.
-
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.
Veterans Bureau scandal
The Veterans Bureau scandal was a major 1920s U.S. political corruption case involving fraud and graft in the agency responsible for veterans’ benefits, which badly tarnished the reputation of the Harding administration.
-
E.
Pohl Case
The Pohl Case was one of the Subsequent Nuremberg Trials in which Oswald Pohl and other SS officials were prosecuted for their roles in administering Nazi concentration camps and exploiting forced labor.
- 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: Madison Guaranty investigation Triple: [Whitewater controversy, hasPart, Madison Guaranty investigation]
Generated description
The Madison Guaranty investigation was a U.S. federal inquiry into the failed Madison Guaranty Savings & Loan, which became a central focus of the broader Whitewater political scandal involving Bill and Hillary Clinton.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Madison Guaranty investigation Target entity description: The Madison Guaranty investigation was a U.S. federal inquiry into the failed Madison Guaranty Savings & Loan, which became a central focus of the broader Whitewater political scandal involving Bill and Hillary Clinton.
-
A.
Maguire Seven case
The Maguire Seven case was a notorious miscarriage of justice in the UK in which seven members of the Maguire family were wrongfully convicted in the 1970s of handling explosives allegedly linked to IRA bombings, before their convictions were quashed in 1991.
-
B.
United States v. Bernard L. Madoff
United States v. Bernard L. Madoff is the landmark federal criminal case in which financier Bernard Madoff was prosecuted and sentenced for orchestrating one of the largest Ponzi schemes in history.
-
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.
Veterans Bureau scandal
The Veterans Bureau scandal was a major 1920s U.S. political corruption case involving fraud and graft in the agency responsible for veterans’ benefits, which badly tarnished the reputation of the Harding administration.
-
E.
Pohl Case
The Pohl Case was one of the Subsequent Nuremberg Trials in which Oswald Pohl and other SS officials were prosecuted for their roles in administering Nazi concentration camps and exploiting forced labor.
- 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_69e11e3a95d88190a3bd80d9471976c3 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f129bb78bc8190b74af3a5f6a5348f |
completed | April 28, 2026, 9:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a96f864208190911b130fae80a5dc |
completed | May 18, 2026, 4:35 a.m. |
| NEDg | Description generation | batch_6a0a97ae36248190b1f298e1a53cc08f |
completed | May 18, 2026, 4:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a986ea4308190841bf3492a108192 |
completed | May 18, 2026, 4:41 a.m. |
Created at: April 16, 2026, 8:32 p.m.