Triple

T2967342

Position	Surface form	Disambiguated ID	Type / Status
Subject	George A. Olah	`E80195`	entity
Predicate	notableWork	`P4`	FINISHED
Object	“Beyond Oil and Gas: The Methanol Economy” “Beyond Oil and Gas: The Methanol Economy” is a book by Nobel laureate chemist George A. Olah that proposes methanol as a key alternative fuel and chemical feedstock for a sustainable, post-fossil-fuel energy system.	`E314835`	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: “Beyond Oil and Gas: The Methanol Economy” | Statement: [George A. Olah, notableWork, “Beyond Oil and Gas: The Methanol Economy”]

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

Target entity: “Beyond Oil and Gas: The Methanol Economy”
Context triple: [George A. Olah, notableWork, “Beyond Oil and Gas: The Methanol Economy”]

A. Out of Gas: The End of the Age of Oil
Out of Gas: The End of the Age of Oil is a popular science book by physicist David L. Goodstein that explains the science of fossil fuels and warns about the impending decline of global oil production and its consequences.
B. The Future of Power
The Future of Power is a book by political scientist Joseph S. Nye Jr. that analyzes how globalization and technological change are transforming the nature and distribution of power in international relations.
C. Steady-State Economics
Steady-State Economics is an influential work in ecological economics that argues for an economy with stable or mildly fluctuating levels of consumption and population within ecological limits.
D. Breakthrough Energy
Breakthrough Energy is a clean-energy investment and innovation initiative focused on accelerating the development and deployment of technologies to reduce global greenhouse gas emissions.
E. Carbon War Room
Carbon War Room is an environmental nonprofit initiative focused on accelerating market-based solutions to climate change and promoting low-carbon business practices worldwide.
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: “Beyond Oil and Gas: The Methanol Economy”
Triple: [George A. Olah, notableWork, “Beyond Oil and Gas: The Methanol Economy”]

Generated description

“Beyond Oil and Gas: The Methanol Economy” is a book by Nobel laureate chemist George A. Olah that proposes methanol as a key alternative fuel and chemical feedstock for a sustainable, post-fossil-fuel energy system.

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

Target entity: “Beyond Oil and Gas: The Methanol Economy”
Target entity description: “Beyond Oil and Gas: The Methanol Economy” is a book by Nobel laureate chemist George A. Olah that proposes methanol as a key alternative fuel and chemical feedstock for a sustainable, post-fossil-fuel energy system.

A. Out of Gas: The End of the Age of Oil
Out of Gas: The End of the Age of Oil is a popular science book by physicist David L. Goodstein that explains the science of fossil fuels and warns about the impending decline of global oil production and its consequences.
B. The Future of Power
The Future of Power is a book by political scientist Joseph S. Nye Jr. that analyzes how globalization and technological change are transforming the nature and distribution of power in international relations.
C. Steady-State Economics
Steady-State Economics is an influential work in ecological economics that argues for an economy with stable or mildly fluctuating levels of consumption and population within ecological limits.
D. Breakthrough Energy
Breakthrough Energy is a clean-energy investment and innovation initiative focused on accelerating the development and deployment of technologies to reduce global greenhouse gas emissions.
E. Carbon War Room
Carbon War Room is an environmental nonprofit initiative focused on accelerating market-based solutions to climate change and promoting low-carbon business practices worldwide.
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_69ad8b14ffe881908ffed62f9595c867`	completed	March 8, 2026, 2:43 p.m.
NER	Named-entity recognition	`batch_69ad996fa4388190abd319c69ee583d9`	completed	March 8, 2026, 3:44 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b0fc9fcfa48190a5e23ec1f3f01038`	completed	March 11, 2026, 5:24 a.m.
NEDg	Description generation	`batch_69b100c1bfd48190ab71f460afb096e3`	completed	March 11, 2026, 5:42 a.m.
NED2	Entity disambiguation (via description)	`batch_69b10126bd788190b40f3ce1a8a547aa`	completed	March 11, 2026, 5:44 a.m.

Created at: March 8, 2026, 2:58 p.m.