Triple
T9205449
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Debbie Cenziper |
E220964
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Unaccountable: The Government’s Failure to Protect Americans from Mortgage Fraud
"Unaccountable: The Government’s Failure to Protect Americans from Mortgage Fraud" is an investigative nonfiction book by journalist Debbie Cenziper that examines systemic regulatory failures and government inaction in the face of widespread mortgage fraud in the United States.
|
E785844
|
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: Unaccountable: The Government’s Failure to Protect Americans from Mortgage Fraud | Statement: [Debbie Cenziper, notableWork, Unaccountable: The Government’s Failure to Protect Americans from Mortgage Fraud]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Unaccountable: The Government’s Failure to Protect Americans from Mortgage Fraud Context triple: [Debbie Cenziper, notableWork, Unaccountable: The Government’s Failure to Protect Americans from Mortgage Fraud]
-
A.
The Fraud
The Fraud is a historical novel by Zadie Smith that intertwines a 19th-century literary household with the infamous Tichborne trial to explore truth, authorship, and identity in Victorian England.
-
B.
Wall of Denial
Wall of Denial is a Magic: The Gathering blue creature card known for its extremely efficient defensive stats and shroud, making it notoriously difficult to remove and a staple blocker in control decks.
-
C.
The Great American Lie
The Great American Lie is a documentary film that examines economic inequality and the cultural values underpinning the American Dream, directed by filmmaker and activist Jennifer Siebel Newsom.
-
D.
The Mystery of Banking
The Mystery of Banking is an Austrian School economic treatise by Murray Rothbard that critiques fractional-reserve banking and central banking while advocating for sound money and free-market monetary institutions.
-
E.
The Defrauders
The Defrauders is the English rendering of the title of Surah Al-Mutaffifin, a chapter of the Qur’an that condemns fraudulent dealings and moral corruption.
- 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: Unaccountable: The Government’s Failure to Protect Americans from Mortgage Fraud Triple: [Debbie Cenziper, notableWork, Unaccountable: The Government’s Failure to Protect Americans from Mortgage Fraud]
Generated description
"Unaccountable: The Government’s Failure to Protect Americans from Mortgage Fraud" is an investigative nonfiction book by journalist Debbie Cenziper that examines systemic regulatory failures and government inaction in the face of widespread mortgage fraud in the United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Unaccountable: The Government’s Failure to Protect Americans from Mortgage Fraud Target entity description: "Unaccountable: The Government’s Failure to Protect Americans from Mortgage Fraud" is an investigative nonfiction book by journalist Debbie Cenziper that examines systemic regulatory failures and government inaction in the face of widespread mortgage fraud in the United States.
-
A.
The Fraud
The Fraud is a historical novel by Zadie Smith that intertwines a 19th-century literary household with the infamous Tichborne trial to explore truth, authorship, and identity in Victorian England.
-
B.
Wall of Denial
Wall of Denial is a Magic: The Gathering blue creature card known for its extremely efficient defensive stats and shroud, making it notoriously difficult to remove and a staple blocker in control decks.
-
C.
The Great American Lie
The Great American Lie is a documentary film that examines economic inequality and the cultural values underpinning the American Dream, directed by filmmaker and activist Jennifer Siebel Newsom.
-
D.
The Mystery of Banking
The Mystery of Banking is an Austrian School economic treatise by Murray Rothbard that critiques fractional-reserve banking and central banking while advocating for sound money and free-market monetary institutions.
-
E.
The Defrauders
The Defrauders is the English rendering of the title of Surah Al-Mutaffifin, a chapter of the Qur’an that condemns fraudulent dealings and moral corruption.
- 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_69ca83e8e9248190862cf3e41693b310 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69ccd947a0a08190966f22a6207c9120 |
completed | April 1, 2026, 8:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d065e09fbc81908159b386038b3d73 |
completed | April 4, 2026, 1:14 a.m. |
| NEDg | Description generation | batch_69d0676ea53c81908b16dfce6810f6b0 |
completed | April 4, 2026, 1:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0684c1a108190bc7fdfdced16e24c |
completed | April 4, 2026, 1:24 a.m. |
Created at: March 30, 2026, 7:26 p.m.