Triple
T15457723
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vincent Tan |
E371813
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Berjaya Corporation
Berjaya Corporation is a Malaysian diversified conglomerate with interests spanning consumer marketing, property development, financial services, gaming, and hospitality, founded and led by businessman Vincent Tan.
|
E1157306
|
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: Berjaya Corporation | Statement: [Vincent Tan, employer, Berjaya Corporation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berjaya Corporation Context triple: [Vincent Tan, employer, Berjaya Corporation]
-
A.
Sunway Group
Sunway Group is a Malaysian conglomerate with diversified interests in property development, construction, education, healthcare, and hospitality.
-
B.
Genting Plantations Berhad
Genting Plantations Berhad is a major Malaysian plantation company involved primarily in oil palm cultivation and related agribusiness activities.
-
C.
Petronas Dagangan Berhad
Petronas Dagangan Berhad is the principal domestic marketing and retail arm of Malaysia’s national oil company, focusing on the distribution and sale of petroleum products and related services.
-
D.
Genting Group
Genting Group is a Malaysian multinational conglomerate best known for its global portfolio of integrated resorts, casinos, and leisure and hospitality businesses.
-
E.
Penang Hill Corporation
Penang Hill Corporation is the statutory body responsible for managing, developing, and promoting Penang Hill as a major tourism and heritage destination in Penang, Malaysia.
- 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: Berjaya Corporation Triple: [Vincent Tan, employer, Berjaya Corporation]
Generated description
Berjaya Corporation is a Malaysian diversified conglomerate with interests spanning consumer marketing, property development, financial services, gaming, and hospitality, founded and led by businessman Vincent Tan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berjaya Corporation Target entity description: Berjaya Corporation is a Malaysian diversified conglomerate with interests spanning consumer marketing, property development, financial services, gaming, and hospitality, founded and led by businessman Vincent Tan.
-
A.
Sunway Group
Sunway Group is a Malaysian conglomerate with diversified interests in property development, construction, education, healthcare, and hospitality.
-
B.
Genting Plantations Berhad
Genting Plantations Berhad is a major Malaysian plantation company involved primarily in oil palm cultivation and related agribusiness activities.
-
C.
Petronas Dagangan Berhad
Petronas Dagangan Berhad is the principal domestic marketing and retail arm of Malaysia’s national oil company, focusing on the distribution and sale of petroleum products and related services.
-
D.
Genting Group
Genting Group is a Malaysian multinational conglomerate best known for its global portfolio of integrated resorts, casinos, and leisure and hospitality businesses.
-
E.
Penang Hill Corporation
Penang Hill Corporation is the statutory body responsible for managing, developing, and promoting Penang Hill as a major tourism and heritage destination in Penang, Malaysia.
- 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_69d85cc8bd308190886949510b42e764 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e03f1623f0819086f6fc2bfd536609 |
completed | April 16, 2026, 1:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff21b7b600819081a6087bd6309237 |
completed | May 9, 2026, 11:59 a.m. |
| NEDg | Description generation | batch_69ff225ba3bc8190b57da931ffa240fe |
completed | May 9, 2026, 12:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff2339ae808190bf2d4676215399c0 |
completed | May 9, 2026, 12:06 p.m. |
Created at: April 10, 2026, 3:31 a.m.