Triple

T2891756
Position Surface form Disambiguated ID Type / Status
Subject Sunway University E63841 entity
Predicate affiliation P10 FINISHED
Object 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.
E307524 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: Jeffrey Cheah Foundation | Statement: [Sunway University, affiliation, Jeffrey Cheah Foundation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jeffrey Cheah Foundation
Context triple: [Sunway University, affiliation, Jeffrey Cheah 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. Menil Foundation
    The Menil Foundation is a Houston-based nonprofit organization that oversees and supports the Menil Collection and related art, cultural, and architectural initiatives established by John and Dominique de Menil.
  • C. Sathirakoses-Nagapradipa Foundation
    The Sathirakoses-Nagapradipa Foundation is a Thai non-profit organization dedicated to social justice, environmental sustainability, and the promotion of engaged Buddhism.
  • D. Julian D. King Gift Foundation
    The Julian D. King Gift Foundation is a charitable organization founded by Jennifer Hudson in memory of her nephew, dedicated to supporting children and families in need through education, stability, and positive life experiences.
  • E. Aga Khan Foundation
    The Aga Khan Foundation is a private, non-denominational international development organization that focuses on improving quality of life in some of the world’s poorest and most marginalized communities, particularly in Asia and Africa.
  • 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: Jeffrey Cheah Foundation
Triple: [Sunway University, affiliation, Jeffrey Cheah Foundation]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jeffrey Cheah Foundation
Target entity description: 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.
  • 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. Menil Foundation
    The Menil Foundation is a Houston-based nonprofit organization that oversees and supports the Menil Collection and related art, cultural, and architectural initiatives established by John and Dominique de Menil.
  • C. Sathirakoses-Nagapradipa Foundation
    The Sathirakoses-Nagapradipa Foundation is a Thai non-profit organization dedicated to social justice, environmental sustainability, and the promotion of engaged Buddhism.
  • D. Julian D. King Gift Foundation
    The Julian D. King Gift Foundation is a charitable organization founded by Jennifer Hudson in memory of her nephew, dedicated to supporting children and families in need through education, stability, and positive life experiences.
  • E. Aga Khan Foundation
    The Aga Khan Foundation is a private, non-denominational international development organization that focuses on improving quality of life in some of the world’s poorest and most marginalized communities, particularly in Asia and Africa.
  • 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_69ab4c45822c8190830c5f2bb97bcfd0 completed March 6, 2026, 9:51 p.m.
NER Named-entity recognition batch_69abe060f49c8190bc804614a141c738 completed March 7, 2026, 8:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69b0317e15248190bade0f0fd930581a completed March 10, 2026, 2:58 p.m.
NEDg Description generation batch_69b034b304f8819096eda16e314912b4 completed March 10, 2026, 3:11 p.m.
NED2 Entity disambiguation (via description) batch_69b03c60a5988190b015a1cf05068845 completed March 10, 2026, 3:44 p.m.
Created at: March 6, 2026, 10:07 p.m.