Triple
T11612616
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Megaworld Corporation |
E275419
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Andrew Tan
Andrew Tan is a Filipino billionaire businessman and real estate tycoon best known as the founder and chairman of Megaworld Corporation and a leading figure in the country’s property and liquor industries.
|
E936689
|
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: Andrew Tan | Statement: [Megaworld Corporation, foundedBy, Andrew Tan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Andrew Tan Context triple: [Megaworld Corporation, foundedBy, Andrew Tan]
-
A.
Anthony Tan
Anthony Tan is a Malaysian entrepreneur best known as the co-founder and CEO of Grab, Southeast Asia’s leading super-app for ride-hailing, deliveries, and digital financial services.
-
B.
Jeffrey Cheah
Jeffrey Cheah is a Malaysian entrepreneur and philanthropist best known as the founder of the Sunway Group and a major advocate for education and sustainable urban development.
-
C.
Vincent Tan
Vincent Tan is a Malaysian billionaire businessman and investor best known for owning multiple football clubs, including Cardiff City FC, and for founding the Berjaya Corporation conglomerate.
-
D.
Ken Seng
Ken Seng is a cinematographer known for his visually distinctive work on films such as "Obsessed."
-
E.
Chow Kon Yeow
Chow Kon Yeow is a Malaysian politician who has served as the Chief Minister of Penang.
- 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: Andrew Tan Triple: [Megaworld Corporation, foundedBy, Andrew Tan]
Generated description
Andrew Tan is a Filipino billionaire businessman and real estate tycoon best known as the founder and chairman of Megaworld Corporation and a leading figure in the country’s property and liquor industries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Andrew Tan Target entity description: Andrew Tan is a Filipino billionaire businessman and real estate tycoon best known as the founder and chairman of Megaworld Corporation and a leading figure in the country’s property and liquor industries.
-
A.
Anthony Tan
Anthony Tan is a Malaysian entrepreneur best known as the co-founder and CEO of Grab, Southeast Asia’s leading super-app for ride-hailing, deliveries, and digital financial services.
-
B.
Jeffrey Cheah
Jeffrey Cheah is a Malaysian entrepreneur and philanthropist best known as the founder of the Sunway Group and a major advocate for education and sustainable urban development.
-
C.
Vincent Tan
Vincent Tan is a Malaysian billionaire businessman and investor best known for owning multiple football clubs, including Cardiff City FC, and for founding the Berjaya Corporation conglomerate.
-
D.
Ken Seng
Ken Seng is a cinematographer known for his visually distinctive work on films such as "Obsessed."
-
E.
Chow Kon Yeow
Chow Kon Yeow is a Malaysian politician who has served as the Chief Minister of Penang.
- 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_69d6aaf84b548190ac072e4fb89ae18f |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8a044a3088190b92f4674c2d0b443 |
completed | April 10, 2026, 7:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e8a84161d88190a3e810d19d6ea8b8 |
completed | April 22, 2026, 10:51 a.m. |
| NEDg | Description generation | batch_69e8af9665648190b7732076aa129671 |
completed | April 22, 2026, 11:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ee5b41febc8190bc37672535735710 |
completed | April 26, 2026, 6:36 p.m. |
Created at: April 8, 2026, 9:38 p.m.