Triple

T20753897
Position Surface form Disambiguated ID Type / Status
Subject Bumiputera E510799 entity
Predicate includesEthnicGroup P1898 FINISHED
Object Bugis Malaysians
Bugis Malaysians are an ethnic group in Malaysia of Bugis origin, historically known as seafarers and traders from Sulawesi who have significantly influenced the cultural and political landscape of the Malay world.
E1448956 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: Bugis Malaysians | Statement: [Bumiputera, includesEthnicGroup, Bugis Malaysians]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bugis Malaysians
Context triple: [Bumiputera, includesEthnicGroup, Bugis Malaysians]
  • A. Indian Malays
    Indian Malays are an ethnic community in India descended largely from Malay and other Southeast Asian Muslims who settled in the subcontinent through historical maritime trade and migration.
  • B. Indian Malaysians
    Indian Malaysians are a significant ethnic minority in Malaysia, largely descended from South Asian migrants, known for their contributions to the country’s culture, economy, and politics.
  • C. Singaporean Malays
    Singaporean Malays are the indigenous Malay ethnic community of Singapore, known for their distinct cultural traditions, Malay language heritage, and significant contributions to the nation’s social and cultural landscape.
  • D. Chinese Malaysians
    Chinese Malaysians are a major ethnic minority in Malaysia, largely descended from Chinese immigrants, who play a significant role in the country’s commerce, culture, and politics while maintaining distinct linguistic and cultural traditions.
  • E. Malay peoples
    The Malay peoples are a diverse group of closely related Austronesian ethnic communities native to the Malay Peninsula, eastern Sumatra, coastal Borneo, and surrounding regions of Southeast Asia, sharing similar languages, cultures, and Islamic heritage.
  • 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: Bugis Malaysians
Triple: [Bumiputera, includesEthnicGroup, Bugis Malaysians]
Generated description
Bugis Malaysians are an ethnic group in Malaysia of Bugis origin, historically known as seafarers and traders from Sulawesi who have significantly influenced the cultural and political landscape of the Malay world.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bugis Malaysians
Target entity description: Bugis Malaysians are an ethnic group in Malaysia of Bugis origin, historically known as seafarers and traders from Sulawesi who have significantly influenced the cultural and political landscape of the Malay world.
  • A. Indian Malays
    Indian Malays are an ethnic community in India descended largely from Malay and other Southeast Asian Muslims who settled in the subcontinent through historical maritime trade and migration.
  • B. Indian Malaysians
    Indian Malaysians are a significant ethnic minority in Malaysia, largely descended from South Asian migrants, known for their contributions to the country’s culture, economy, and politics.
  • C. Singaporean Malays
    Singaporean Malays are the indigenous Malay ethnic community of Singapore, known for their distinct cultural traditions, Malay language heritage, and significant contributions to the nation’s social and cultural landscape.
  • D. Chinese Malaysians
    Chinese Malaysians are a major ethnic minority in Malaysia, largely descended from Chinese immigrants, who play a significant role in the country’s commerce, culture, and politics while maintaining distinct linguistic and cultural traditions.
  • E. Malay peoples
    The Malay peoples are a diverse group of closely related Austronesian ethnic communities native to the Malay Peninsula, eastern Sumatra, coastal Borneo, and surrounding regions of Southeast Asia, sharing similar languages, cultures, and Islamic heritage.
  • 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_69e0b4c909ec8190b05987f1639513f6 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c22d0ebc8190b17077326f540f98 completed April 21, 2026, 12:17 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08e8489c188190a79c573f8470445c completed May 16, 2026, 9:57 p.m.
NEDg Description generation batch_6a08e9a399f88190aab9e52277113271 completed May 16, 2026, 10:03 p.m.
NED2 Entity disambiguation (via description) batch_6a08ea0f4b60819093de46bd7543df38 completed May 16, 2026, 10:05 p.m.
Created at: April 16, 2026, 12:34 p.m.