Triple
T18961795
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert I. Sutton |
E463930
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Hard Facts, Dangerous Half-Truths, and Total Nonsense
Hard Facts, Dangerous Half-Truths, and Total Nonsense is a management book that critiques common business myths and advocates for evidence-based decision-making in organizations.
|
E1350824
|
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: Hard Facts, Dangerous Half-Truths, and Total Nonsense | Statement: [Robert I. Sutton, notableWork, Hard Facts, Dangerous Half-Truths, and Total Nonsense]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hard Facts, Dangerous Half-Truths, and Total Nonsense Context triple: [Robert I. Sutton, notableWork, Hard Facts, Dangerous Half-Truths, and Total Nonsense]
-
A.
The Challenge of Facts
"The Challenge of Facts" is an influential essay by American sociologist and classical liberal thinker William Graham Sumner that critiques moralistic interference in social and economic processes and defends empirical, scientific analysis of society.
-
B.
Before the Fact
Before the Fact is a 1932 psychological crime novel by Anthony Berkeley Cox (writing as Francis Iles), best known as the dark, suspenseful source material for Alfred Hitchcock’s film "Suspicion."
-
C.
Fads and Fallacies in the Name of Science
Fads and Fallacies in the Name of Science is a classic skeptical book by Martin Gardner that critically examines pseudoscience, fringe theories, and popular scientific misconceptions.
-
D.
The Experts Speak: The Definitive Compendium of Authoritative Misinformation
The Experts Speak: The Definitive Compendium of Authoritative Misinformation is a satirical reference book that compiles famously wrong predictions, statements, and expert pronouncements to highlight the fallibility of authority.
-
E.
Truth and the Absence of Fact
Truth and the Absence of Fact is a philosophical monograph by Hartry Field that develops a deflationary theory of truth while challenging traditional notions of facts and their role in semantics and metaphysics.
- 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: Hard Facts, Dangerous Half-Truths, and Total Nonsense Triple: [Robert I. Sutton, notableWork, Hard Facts, Dangerous Half-Truths, and Total Nonsense]
Generated description
Hard Facts, Dangerous Half-Truths, and Total Nonsense is a management book that critiques common business myths and advocates for evidence-based decision-making in organizations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hard Facts, Dangerous Half-Truths, and Total Nonsense Target entity description: Hard Facts, Dangerous Half-Truths, and Total Nonsense is a management book that critiques common business myths and advocates for evidence-based decision-making in organizations.
-
A.
The Challenge of Facts
"The Challenge of Facts" is an influential essay by American sociologist and classical liberal thinker William Graham Sumner that critiques moralistic interference in social and economic processes and defends empirical, scientific analysis of society.
-
B.
Before the Fact
Before the Fact is a 1932 psychological crime novel by Anthony Berkeley Cox (writing as Francis Iles), best known as the dark, suspenseful source material for Alfred Hitchcock’s film "Suspicion."
-
C.
Fads and Fallacies in the Name of Science
Fads and Fallacies in the Name of Science is a classic skeptical book by Martin Gardner that critically examines pseudoscience, fringe theories, and popular scientific misconceptions.
-
D.
The Experts Speak: The Definitive Compendium of Authoritative Misinformation
The Experts Speak: The Definitive Compendium of Authoritative Misinformation is a satirical reference book that compiles famously wrong predictions, statements, and expert pronouncements to highlight the fallibility of authority.
-
E.
Truth and the Absence of Fact
Truth and the Absence of Fact is a philosophical monograph by Hartry Field that develops a deflationary theory of truth while challenging traditional notions of facts and their role in semantics and metaphysics.
- 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_69d8dcffc278819086792a4ebfddfafa |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5d5d368488190b0c7489335e5dd91 |
completed | April 20, 2026, 7:29 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a059fd91b248190962ec54be5d75d59 |
completed | May 14, 2026, 10:11 a.m. |
| NEDg | Description generation | batch_6a05a14c7a548190921d1c750de71741 |
completed | May 14, 2026, 10:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05a2030e788190acb66dade85783ad |
completed | May 14, 2026, 10:20 a.m. |
Created at: April 10, 2026, noon