Triple

T431505
Position Surface form Disambiguated ID Type / Status
Subject Malaysia E9722 entity
Predicate hasEthnicGroup P1898 FINISHED
Object 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.
E54459 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: Chinese Malaysians | Statement: [Malaysia, hasEthnicGroup, Chinese Malaysians]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chinese Malaysians
Context triple: [Malaysia, hasEthnicGroup, Chinese Malaysians]
  • A. 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.
  • B. Chinese Indonesians
    Chinese Indonesians are an ethnic minority in Indonesia descended largely from Chinese migrants, known for their significant roles in the country’s commerce, culture, and urban life despite a history of discrimination and shifting political status.
  • C. Bruneian American
    Bruneian American refers to a U.S. resident or citizen of Bruneian origin or ancestry, forming a small and less widely recognized subgroup within the broader Asian American community.
  • D. Malay world
    The Malay world is a cultural and historical region of Maritime Southeast Asia encompassing areas where Malay peoples and related Austronesian groups have traditionally lived and shared linguistic, religious, and social traditions.
  • E. Malay
    Malay is an Austronesian language widely spoken in Southeast Asia and serves as a national or official language in several countries, including Malaysia, Indonesia (as Indonesian), Brunei, and Singapore.
  • 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: Chinese Malaysians
Triple: [Malaysia, hasEthnicGroup, Chinese Malaysians]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chinese Malaysians
Target entity description: 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.
  • A. 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.
  • B. Chinese Indonesians
    Chinese Indonesians are an ethnic minority in Indonesia descended largely from Chinese migrants, known for their significant roles in the country’s commerce, culture, and urban life despite a history of discrimination and shifting political status.
  • C. Bruneian American
    Bruneian American refers to a U.S. resident or citizen of Bruneian origin or ancestry, forming a small and less widely recognized subgroup within the broader Asian American community.
  • D. Malay world
    The Malay world is a cultural and historical region of Maritime Southeast Asia encompassing areas where Malay peoples and related Austronesian groups have traditionally lived and shared linguistic, religious, and social traditions.
  • E. Malay
    Malay is an Austronesian language widely spoken in Southeast Asia and serves as a national or official language in several countries, including Malaysia, Indonesia (as Indonesian), Brunei, and Singapore.
  • 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_69a2e801e1d48190b505d1dd336b52ac completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2eef07e748190b05392778f3de980 completed Feb. 28, 2026, 1:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69a431e1d6348190875a434414029e7d completed March 1, 2026, 12:32 p.m.
NEDg Description generation batch_69a432792adc8190b76730f1a5d605c4 completed March 1, 2026, 12:35 p.m.
NED2 Entity disambiguation (via description) batch_69a432add17c8190ad9117348cfaa348 completed March 1, 2026, 12:35 p.m.
Created at: Feb. 28, 2026, 1:11 p.m.