Triple

T5274988
Position Surface form Disambiguated ID Type / Status
Subject Javanese people of Malaysia E119351 entity
Predicate legalClassificationInMalaysia P61689 FINISHED
Object Bumiputera
Bumiputera is a Malaysian legal and socio-political category that grants certain indigenous and Malay-heritage groups, including many Javanese Malaysians, preferential rights and affirmative action benefits.
E510799 NE FINISHED

How this triple was built (5 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: Bumiputera | Statement: [Javanese people of Malaysia, legalClassificationInMalaysia, Bumiputera]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bumiputera
Context triple: [Javanese people of Malaysia, legalClassificationInMalaysia, Bumiputera]
  • 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. Orang Asli
    Orang Asli are the indigenous peoples of Peninsular Malaysia, comprising diverse ethnic subgroups with distinct languages, cultures, and traditional ways of life.
  • C. Kadazan-Dusun
    Kadazan-Dusun are an indigenous ethnic group of Sabah, Malaysia, known for their distinct language, rice-farming traditions, and cultural festivals such as Kaamatan.
  • 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. 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.
  • 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: Bumiputera
Triple: [Javanese people of Malaysia, legalClassificationInMalaysia, Bumiputera]
Generated description
Bumiputera is a Malaysian legal and socio-political category that grants certain indigenous and Malay-heritage groups, including many Javanese Malaysians, preferential rights and affirmative action benefits.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bumiputera
Target entity description: Bumiputera is a Malaysian legal and socio-political category that grants certain indigenous and Malay-heritage groups, including many Javanese Malaysians, preferential rights and affirmative action benefits.
  • 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. Orang Asli
    Orang Asli are the indigenous peoples of Peninsular Malaysia, comprising diverse ethnic subgroups with distinct languages, cultures, and traditional ways of life.
  • C. Kadazan-Dusun
    Kadazan-Dusun are an indigenous ethnic group of Sabah, Malaysia, known for their distinct language, rice-farming traditions, and cultural festivals such as Kaamatan.
  • 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. 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.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: legalClassificationInMalaysia
Context triple: [Javanese people of Malaysia, legalClassificationInMalaysia, Bumiputera]
  • A. legalCodeType
    Indicates the specific category or classification of a legal code that applies to an entity or situation.
  • B. doctrineClassification
    Indicates how a particular doctrine is categorized or classified within a defined system of doctrinal types.
  • C. legalConcept
    Indicates a relationship where something is classified or treated as a concept defined and governed by law or legal theory.
  • D. legalSystem
    Indicates the formal framework of laws, rules, and institutions that governs how legal matters are defined, interpreted, and enforced within a society or jurisdiction.
  • E. legalDoctrine
    Indicates that one legal principle, rule, or theory is being applied, referenced, or relied upon as an authoritative basis for interpreting or deciding a legal issue.
  • F. None of above. chosen

Provenance (7 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_69bd446c38e081908cdaf113bdf86790 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7c23bed88190b406dee21957d823 completed March 20, 2026, 4:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf10d4cd44819085193f0f76eb597a completed March 21, 2026, 9:42 p.m.
NEDg Description generation batch_69bf1186f1988190893e8d1af8623f6d completed March 21, 2026, 9:45 p.m.
NED2 Entity disambiguation (via description) batch_69bf1226ddd08190a39799fd0db58694 completed March 21, 2026, 9:48 p.m.
PD Predicate disambiguation batch_69bd77c83d1c8190bd8b9616113d413c completed March 20, 2026, 4:37 p.m.
PDg Predicate description generation batch_69bd782108bc8190be68ccce09cfd3ef completed March 20, 2026, 4:38 p.m.
Created at: March 20, 2026, 1:51 p.m.