Triple

T23497604
Position Surface form Disambiguated ID Type / Status
Subject American Theocracy E571742 entity
Predicate followedBy P78 FINISHED
Object Bad Money
Bad Money is a nonfiction book by American author Kevin Phillips that critiques the U.S. financial system, debt-driven capitalism, and the political influence of Wall Street.
E1588585 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: Bad Money | Statement: [American Theocracy, followedBy, Bad Money]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bad Money
Context triple: [American Theocracy, followedBy, Bad Money]
  • A. Blood Money
    Blood Money is a dark, theatrical 2002 album by Tom Waits, known for its cabaret-style songs and lyrics drawn from the play "Woyzeck."
  • B. Blood Money
    Blood Money is a 2006 studio album by Queensbridge hip-hop duo Mobb Deep, known for its gritty street narratives and as their first release under G-Unit Records.
  • C. The Money
    The Money is an Egyptian film directed by renowned filmmaker Salah Abu Seif, known for his socially conscious and realist portrayals of Egyptian society.
  • D. The Money
    "The Money" is a popular Afrobeats song by Nigerian producer and songwriter Kiddominant.
  • E. Dirty Money
    Dirty Money is an American hip hop and R&B girl group formed by Sean "Diddy" Combs, known for blending soulful vocals with contemporary rap and dance production.
  • 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: Bad Money
Triple: [American Theocracy, followedBy, Bad Money]
Generated description
Bad Money is a nonfiction book by American author Kevin Phillips that critiques the U.S. financial system, debt-driven capitalism, and the political influence of Wall Street.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bad Money
Target entity description: Bad Money is a nonfiction book by American author Kevin Phillips that critiques the U.S. financial system, debt-driven capitalism, and the political influence of Wall Street.
  • A. Blood Money
    Blood Money is a dark, theatrical 2002 album by Tom Waits, known for its cabaret-style songs and lyrics drawn from the play "Woyzeck."
  • B. Blood Money
    Blood Money is a 2006 studio album by Queensbridge hip-hop duo Mobb Deep, known for its gritty street narratives and as their first release under G-Unit Records.
  • C. The Money
    The Money is an Egyptian film directed by renowned filmmaker Salah Abu Seif, known for his socially conscious and realist portrayals of Egyptian society.
  • D. The Money
    "The Money" is a popular Afrobeats song by Nigerian producer and songwriter Kiddominant.
  • E. Dirty Money
    Dirty Money is an American hip hop and R&B girl group formed by Sean "Diddy" Combs, known for blending soulful vocals with contemporary rap and dance production.
  • 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_69e245b4829881909b77a70e942bbd54 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1a7e0c5a48190badb8303f40f6180 completed April 29, 2026, 6:40 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c8271bd388190acc97e26e5c142f8 completed May 19, 2026, 3:32 p.m.
NEDg Description generation batch_6a0ca6f229308190bf72b52fd44144d3 completed May 19, 2026, 6:07 p.m.
NED2 Entity disambiguation (via description) batch_6a0ca7e9e9988190ac3bedb9ecb8ce06 completed May 19, 2026, 6:11 p.m.
Created at: April 17, 2026, 6:05 p.m.