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.