Triple

T9235097

Position	Surface form	Disambiguated ID	Type / Status
Subject	International Energy Agency	`E221915`	entity
Predicate	produces	`P490`	FINISHED
Object	Energy Technology Perspectives Energy Technology Perspectives is a flagship International Energy Agency publication that analyzes global clean energy technologies and pathways for achieving long-term climate and energy goals.	`E787528`	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: Energy Technology Perspectives | Statement: [International Energy Agency, produces, Energy Technology Perspectives]

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

Target entity: Energy Technology Perspectives
Context triple: [International Energy Agency, produces, Energy Technology Perspectives]

A. Low-Carbon Energy Centers
Low-Carbon Energy Centers are specialized MIT Energy Initiative research hubs focused on advancing technologies and strategies to reduce greenhouse gas emissions across key sectors of the energy system.
B. Integrated Energy Policy Report
The Integrated Energy Policy Report is a comprehensive, regularly updated assessment that guides California’s long-term energy planning, covering reliability, affordability, and environmental goals.
C. Reinventing Fire
Reinventing Fire is a book by energy expert Amory B. Lovins that outlines a comprehensive roadmap for transforming the global energy system toward efficiency and renewable sources without economic sacrifice.
D. United States energy policy apparatus
The United States energy policy apparatus is the network of federal agencies, regulatory bodies, and policy frameworks that shape the nation’s production, regulation, and use of energy resources.
E. 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.
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: Energy Technology Perspectives
Triple: [International Energy Agency, produces, Energy Technology Perspectives]

Generated description

Energy Technology Perspectives is a flagship International Energy Agency publication that analyzes global clean energy technologies and pathways for achieving long-term climate and energy goals.

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

Target entity: Energy Technology Perspectives
Target entity description: Energy Technology Perspectives is a flagship International Energy Agency publication that analyzes global clean energy technologies and pathways for achieving long-term climate and energy goals.

A. Low-Carbon Energy Centers
Low-Carbon Energy Centers are specialized MIT Energy Initiative research hubs focused on advancing technologies and strategies to reduce greenhouse gas emissions across key sectors of the energy system.
B. Integrated Energy Policy Report
The Integrated Energy Policy Report is a comprehensive, regularly updated assessment that guides California’s long-term energy planning, covering reliability, affordability, and environmental goals.
C. Reinventing Fire
Reinventing Fire is a book by energy expert Amory B. Lovins that outlines a comprehensive roadmap for transforming the global energy system toward efficiency and renewable sources without economic sacrifice.
D. United States energy policy apparatus
The United States energy policy apparatus is the network of federal agencies, regulatory bodies, and policy frameworks that shape the nation’s production, regulation, and use of energy resources.
E. 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.
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_69ca83ed628c8190bc02d641e57f097f`	completed	March 30, 2026, 2:08 p.m.
NER	Named-entity recognition	`batch_69ccee1cca0c8190bf587f54236c9e45`	completed	April 1, 2026, 10:06 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d077c31f588190bae2af98e3b71c38`	completed	April 4, 2026, 2:30 a.m.
NEDg	Description generation	`batch_69d07bc3c5cc8190a35561279ff0f1a2`	completed	April 4, 2026, 2:47 a.m.
NED2	Entity disambiguation (via description)	`batch_69d07c725a0c8190bf905461a38ef65e`	completed	April 4, 2026, 2:50 a.m.

Created at: March 30, 2026, 7:29 p.m.