Triple

T365817
Position Surface form Disambiguated ID Type / Status
Subject Asian American E7957 entity
Predicate hasPart P35 FINISHED
Object Malaysian American
A Malaysian American is a U.S. resident or citizen of Malaysian descent, reflecting a blend of Malaysian cultural heritage and American society within the broader Asian American community.
E7957 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: Malaysian American | Statement: [Asian American, hasPart, Malaysian American]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Malaysian American
Context triple: [Asian American, hasPart, Malaysian American]
  • 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. 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.
  • C. Asian American
    Asian American refers to Americans with origins in the peoples of Asia, encompassing a diverse range of ethnicities, cultures, and national backgrounds across the Asian continent.
  • D. Malaysia
    Malaysia is a Southeast Asian country on the Malay Peninsula and parts of Borneo, known for its multicultural society, tropical rainforests, and rapidly developing economy.
  • E. 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.
  • 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: Malaysian American
Triple: [Asian American, hasPart, Malaysian American]
Generated description
A Malaysian American is a U.S. resident or citizen of Malaysian descent, reflecting a blend of Malaysian cultural heritage and American society within the broader Asian American community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Malaysian American
Target entity description: A Malaysian American is a U.S. resident or citizen of Malaysian descent, reflecting a blend of Malaysian cultural heritage and American society within the broader Asian American community.
  • 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. 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.
  • C. Asian American chosen
    Asian American refers to Americans with origins in the peoples of Asia, encompassing a diverse range of ethnicities, cultures, and national backgrounds across the Asian continent.
  • D. Malaysia
    Malaysia is a Southeast Asian country on the Malay Peninsula and parts of Borneo, known for its multicultural society, tropical rainforests, and rapidly developing economy.
  • E. 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.
  • F. None of above.

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_69a2e7e880008190a6ad7e06e5d03007 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ebe7d4d0819083daeb7686ae1914 completed Feb. 28, 2026, 1:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3e8668b848190b68d19819ac134df completed March 1, 2026, 7:19 a.m.
NEDg Description generation batch_69a3ea5beecc8190b128db693db39e95 completed March 1, 2026, 7:27 a.m.
NED2 Entity disambiguation (via description) batch_69a3eba438548190912d5a4a9c0e6528 completed March 1, 2026, 7:32 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.