Triple

T11432431

Position	Surface form	Disambiguated ID	Type / Status
Subject	Chang Yung-fa	`E270917`	entity
Predicate	founded	`P104`	FINISHED
Object	Chang Yung-Fa Foundation The Chang Yung-Fa Foundation is a Taiwanese charitable organization established by Evergreen Group founder Chang Yung-fa to support education, humanitarian aid, and social welfare initiatives.	`E925486`	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: Chang Yung-Fa Foundation | Statement: [Chang Yung-fa, founded, Chang Yung-Fa Foundation]

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

Target entity: Chang Yung-Fa Foundation
Context triple: [Chang Yung-fa, founded, Chang Yung-Fa Foundation]

A. Joe and Clara Tsai Foundation
The Joe and Clara Tsai Foundation is a philanthropic organization that supports initiatives in areas such as education, medical research, economic mobility, and the arts, with a particular focus on communities in the United States and Asia.
B. Tzu Chi Foundation
Tzu Chi Foundation is a Taiwan-based Buddhist humanitarian organization renowned for its global disaster relief, medical aid, education, and charity work inspired by socially engaged Buddhism.
C. Jeffrey Cheah Foundation
The Jeffrey Cheah Foundation is a Malaysian non-profit philanthropic organization that funds and governs educational institutions and scholarships, particularly within the Sunway education group.
D. Tjong A Fie family foundation
The Tjong A Fie family foundation is a heritage-focused organization established by the descendants of Chinese-Indonesian magnate Tjong A Fie to preserve his legacy, cultural contributions, and historic properties in Medan, Indonesia.
E. Jackie Chan Charitable Foundation
The Jackie Chan Charitable Foundation is a nonprofit organization that supports education, medical services, disaster relief, and other humanitarian causes, particularly for disadvantaged communities in Asia.
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: Chang Yung-Fa Foundation
Triple: [Chang Yung-fa, founded, Chang Yung-Fa Foundation]

Generated description

The Chang Yung-Fa Foundation is a Taiwanese charitable organization established by Evergreen Group founder Chang Yung-fa to support education, humanitarian aid, and social welfare initiatives.

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

Target entity: Chang Yung-Fa Foundation
Target entity description: The Chang Yung-Fa Foundation is a Taiwanese charitable organization established by Evergreen Group founder Chang Yung-fa to support education, humanitarian aid, and social welfare initiatives.

A. Joe and Clara Tsai Foundation
The Joe and Clara Tsai Foundation is a philanthropic organization that supports initiatives in areas such as education, medical research, economic mobility, and the arts, with a particular focus on communities in the United States and Asia.
B. Tzu Chi Foundation
Tzu Chi Foundation is a Taiwan-based Buddhist humanitarian organization renowned for its global disaster relief, medical aid, education, and charity work inspired by socially engaged Buddhism.
C. Jeffrey Cheah Foundation
The Jeffrey Cheah Foundation is a Malaysian non-profit philanthropic organization that funds and governs educational institutions and scholarships, particularly within the Sunway education group.
D. Tjong A Fie family foundation
The Tjong A Fie family foundation is a heritage-focused organization established by the descendants of Chinese-Indonesian magnate Tjong A Fie to preserve his legacy, cultural contributions, and historic properties in Medan, Indonesia.
E. Jackie Chan Charitable Foundation
The Jackie Chan Charitable Foundation is a nonprofit organization that supports education, medical services, disaster relief, and other humanitarian causes, particularly for disadvantaged communities in Asia.
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_69d6aadeef688190874bcecd88b3dd9b`	completed	April 8, 2026, 7:22 p.m.
NER	Named-entity recognition	`batch_69d806c30d788190b0c939b33de89277`	completed	April 9, 2026, 8:06 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69e5d36cee548190a8215ba088bdb01a`	completed	April 20, 2026, 7:19 a.m.
NEDg	Description generation	`batch_69e5d615b6a08190b6000339bec4270d`	completed	April 20, 2026, 7:30 a.m.
NED2	Entity disambiguation (via description)	`batch_69e5d924963c8190bfc55ffeb529a499`	completed	April 20, 2026, 7:43 a.m.

Created at: April 8, 2026, 9:35 p.m.