Triple

T15665166

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ministry of Economic Affairs (Taiwan)	`E377167`	entity
Predicate	oversees	`P46`	FINISHED
Object	Bureau of Energy The Bureau of Energy is Taiwan’s central government agency responsible for formulating and implementing national energy policy, regulation, and development strategies.	`E1169923`	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: Bureau of Energy | Statement: [Ministry of Economic Affairs (Taiwan), oversees, Bureau of Energy]

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

Target entity: Bureau of Energy
Context triple: [Ministry of Economic Affairs (Taiwan), oversees, Bureau of Energy]

A. Bureau of Energy Resources
The Bureau of Energy Resources is a U.S. State Department bureau responsible for advancing American energy security, foreign policy, and economic interests through international energy diplomacy and policy coordination.
B. Secretariat of Energy
The Secretariat of Energy is Mexico’s federal government ministry responsible for national energy policy, including regulation and development of the oil, gas, and electricity sectors.
C. Federal Office of Energy
The Federal Office of Energy is Switzerland’s national authority responsible for developing and implementing the country’s energy policy, including energy efficiency, renewable energy promotion, and secure energy supply.
D. Office of the Secretary of Energy
The Office of the Secretary of Energy is the top executive office within the U.S. Department of Energy, responsible for leading national energy policy, nuclear security oversight, and the department’s overall strategic direction.
E. U.S. Department of Energy
The U.S. Department of Energy is a federal agency responsible for national energy policy, nuclear security, scientific research, and the management of the nation’s nuclear infrastructure and energy resources.
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: Bureau of Energy
Triple: [Ministry of Economic Affairs (Taiwan), oversees, Bureau of Energy]

Generated description

The Bureau of Energy is Taiwan’s central government agency responsible for formulating and implementing national energy policy, regulation, and development strategies.

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

Target entity: Bureau of Energy
Target entity description: The Bureau of Energy is Taiwan’s central government agency responsible for formulating and implementing national energy policy, regulation, and development strategies.

A. Bureau of Energy Resources
The Bureau of Energy Resources is a U.S. State Department bureau responsible for advancing American energy security, foreign policy, and economic interests through international energy diplomacy and policy coordination.
B. Secretariat of Energy
The Secretariat of Energy is Mexico’s federal government ministry responsible for national energy policy, including regulation and development of the oil, gas, and electricity sectors.
C. Federal Office of Energy
The Federal Office of Energy is Switzerland’s national authority responsible for developing and implementing the country’s energy policy, including energy efficiency, renewable energy promotion, and secure energy supply.
D. Office of the Secretary of Energy
The Office of the Secretary of Energy is the top executive office within the U.S. Department of Energy, responsible for leading national energy policy, nuclear security oversight, and the department’s overall strategic direction.
E. U.S. Department of Energy
The U.S. Department of Energy is a federal agency responsible for national energy policy, nuclear security, scientific research, and the management of the nation’s nuclear infrastructure and energy resources.
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_69d85cd2e28481909d4e975bee20872f`	completed	April 10, 2026, 2:13 a.m.
NER	Named-entity recognition	`batch_69e04f0f4df08190ad2c5d78e435d8eb`	completed	April 16, 2026, 2:53 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ff679ff4648190a2f05d6445fa59df`	completed	May 9, 2026, 4:58 p.m.
NEDg	Description generation	`batch_69ff68af38848190975e374b2c8c917b`	completed	May 9, 2026, 5:02 p.m.
NED2	Entity disambiguation (via description)	`batch_69ff69660b6c819082dbdf06db1c8fe3`	completed	May 9, 2026, 5:05 p.m.

Created at: April 10, 2026, 4:16 a.m.