Triple
T4440346
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dealbreaker |
E95755
|
entity |
| Predicate | critiquesWork |
P51069
|
FINISHED |
| Object | The Art of the Deal |
E3347
|
NE FINISHED |
How this triple was built (3 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: The Art of the Deal | Statement: [Dealbreaker, critiquesWork, The Art of the Deal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Art of the Deal Context triple: [Dealbreaker, critiquesWork, The Art of the Deal]
-
A.
The Art of the Deal
chosen
The Art of the Deal is a 1987 business memoir and self-help book in which Donald Trump outlines his deal-making philosophy and recounts key episodes from his real estate career.
-
B.
The Power Broker
The Power Broker is Robert A. Caro’s landmark biography of urban planner Robert Moses, renowned for its exhaustive research and incisive examination of political power and city-building in 20th-century New York.
-
C.
The Big Money
The Big Money is a 1936 novel by John Dos Passos, best known as the third volume of his U.S.A. trilogy, which critiques American capitalism and society in the early 20th century through experimental narrative techniques.
-
D.
Triumph of the Market
Triumph of the Market is a critical work by economist and media analyst Edward S. Herman that examines the social and political consequences of neoliberal, market-driven policies.
-
E.
The Real Deal: My Life in Business and Philanthropy
The Real Deal: My Life in Business and Philanthropy is the memoir of financier and former Citigroup CEO Sanford I. Weill, chronicling his rise on Wall Street and his extensive philanthropic endeavors.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: critiquesWork Context triple: [Dealbreaker, critiquesWork, The Art of the Deal]
-
A.
critiquesConcept
Indicates that one entity analyzes, evaluates, or challenges the ideas or principles represented by another entity.
-
B.
usedToCritique
Indicates that something is employed as a means to analyze, evaluate, or express disapproval of something else.
-
C.
criticizedConstruct
chosen
Indicates that one entity expressed disapproval or negative judgment about another entity’s constructed work, idea, or creation.
-
D.
aimsToCritique
Indicates an intention to analyze and point out faults, limitations, or weaknesses in something.
-
E.
criticizesSource
Indicates that one entity expresses disapproval of, or negative judgment about, the content, behavior, or credibility of another entity that is treated as a source.
- F. None of above.
Provenance (4 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_69b3453ea2b48190a26f154b3b8fece5 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b355ac05e081908411089c05fc36bd |
completed | March 13, 2026, 12:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6375d0d8c819095a27cdc84af9faf |
completed | March 15, 2026, 4:36 a.m. |
| PD | Predicate disambiguation | batch_69b34f62c180819097ced38da2052207 |
completed | March 12, 2026, 11:42 p.m. |
Created at: March 12, 2026, 11:32 p.m.