Triple

T2126957

Position	Surface form	Disambiguated ID	Type / Status
Subject	Jim Inhofe	`E46447`	entity
Predicate	notableWork	`P4`	FINISHED
Object	The Greatest Hoax: How the Global Warming Conspiracy Threatens Your Future "The Greatest Hoax: How the Global Warming Conspiracy Threatens Your Future" is a book by U.S. Senator Jim Inhofe arguing that mainstream climate change science is fraudulent and politically motivated.	`E237468`	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: The Greatest Hoax: How the Global Warming Conspiracy Threatens Your Future | Statement: [Jim Inhofe, notableWork, The Greatest Hoax: How the Global Warming Conspiracy Threatens Your Future]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: The Greatest Hoax: How the Global Warming Conspiracy Threatens Your Future
Context triple: [Jim Inhofe, notableWork, The Greatest Hoax: How the Global Warming Conspiracy Threatens Your Future]

A. 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.
B. The Climate Book
The Climate Book is a comprehensive anthology on the climate crisis curated by activist Greta Thunberg, featuring contributions from scientists, experts, and writers explaining the causes, impacts, and solutions to global warming.
C. The Hoax
The Hoax is a book by Clifford Irving recounting his infamous, fabricated autobiography of reclusive billionaire Howard Hughes and the scandal that followed.
D. The Age of Spin
The Age of Spin is a 2017 Netflix stand-up comedy special by Dave Chappelle that marked his high-profile return to long-form televised comedy.
E. The Demon-Haunted World
The Demon-Haunted World is a popular science book by Carl Sagan that champions critical thinking and the scientific method as antidotes to superstition and pseudoscience.
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: The Greatest Hoax: How the Global Warming Conspiracy Threatens Your Future
Triple: [Jim Inhofe, notableWork, The Greatest Hoax: How the Global Warming Conspiracy Threatens Your Future]

Generated description

"The Greatest Hoax: How the Global Warming Conspiracy Threatens Your Future" is a book by U.S. Senator Jim Inhofe arguing that mainstream climate change science is fraudulent and politically motivated.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: The Greatest Hoax: How the Global Warming Conspiracy Threatens Your Future
Target entity description: "The Greatest Hoax: How the Global Warming Conspiracy Threatens Your Future" is a book by U.S. Senator Jim Inhofe arguing that mainstream climate change science is fraudulent and politically motivated.

A. 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.
B. The Climate Book
The Climate Book is a comprehensive anthology on the climate crisis curated by activist Greta Thunberg, featuring contributions from scientists, experts, and writers explaining the causes, impacts, and solutions to global warming.
C. The Hoax
The Hoax is a book by Clifford Irving recounting his infamous, fabricated autobiography of reclusive billionaire Howard Hughes and the scandal that followed.
D. The Age of Spin
The Age of Spin is a 2017 Netflix stand-up comedy special by Dave Chappelle that marked his high-profile return to long-form televised comedy.
E. The Demon-Haunted World
The Demon-Haunted World is a popular science book by Carl Sagan that champions critical thinking and the scientific method as antidotes to superstition and pseudoscience.
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_69a88a1626548190ae59a5028c3baa8e`	completed	March 4, 2026, 7:37 p.m.
NER	Named-entity recognition	`batch_69abbb59182081908470f9be97e272c8`	completed	March 7, 2026, 5:44 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ae51a0e8ac8190992588bf2bf496ab`	completed	March 9, 2026, 4:50 a.m.
NEDg	Description generation	`batch_69ae521da5dc8190aa5851296c509228`	completed	March 9, 2026, 4:52 a.m.
NED2	Entity disambiguation (via description)	`batch_69ae5357e1088190bcffccb37030f3fc`	completed	March 9, 2026, 4:58 a.m.

Created at: March 4, 2026, 7:44 p.m.