Triple

T1932265
Position Surface form Disambiguated ID Type / Status
Subject Johor E40971 entity
Predicate hasEthnicGroup P1898 FINISHED
Object Orang Asli
Orang Asli are the indigenous peoples of Peninsular Malaysia, comprising diverse ethnic subgroups with distinct languages, cultures, and traditional ways of life.
E218121 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: Orang Asli | Statement: [Johor, hasEthnicGroup, Orang Asli]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Orang Asli
Context triple: [Johor, hasEthnicGroup, Orang Asli]
  • A. Dayak peoples
    The Dayak peoples are indigenous ethnic groups of Borneo known for their diverse languages, traditional longhouse communities, and rich animist and later Christian cultural practices.
  • B. Penan
    The Penan are an indigenous, traditionally nomadic hunter-gatherer people of the rainforests of Borneo, known for their deep forest knowledge and struggles to protect their ancestral lands from logging.
  • C. 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.
  • D. Kerinci people
    The Kerinci people are an indigenous ethnic group from the highland Kerinci region of central Sumatra, Indonesia, known for their distinct Malayic language, terraced wet-rice agriculture, and rich oral and ritual traditions.
  • E. Kayah people
    The Kayah people are an ethnic minority from eastern Myanmar, closely related to the broader Karen ethnic group, with their own distinct language, culture, and traditions.
  • 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: Orang Asli
Triple: [Johor, hasEthnicGroup, Orang Asli]
Generated description
Orang Asli are the indigenous peoples of Peninsular Malaysia, comprising diverse ethnic subgroups with distinct languages, cultures, and traditional ways of life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Orang Asli
Target entity description: Orang Asli are the indigenous peoples of Peninsular Malaysia, comprising diverse ethnic subgroups with distinct languages, cultures, and traditional ways of life.
  • A. Dayak peoples
    The Dayak peoples are indigenous ethnic groups of Borneo known for their diverse languages, traditional longhouse communities, and rich animist and later Christian cultural practices.
  • B. Penan
    The Penan are an indigenous, traditionally nomadic hunter-gatherer people of the rainforests of Borneo, known for their deep forest knowledge and struggles to protect their ancestral lands from logging.
  • C. 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.
  • D. Kerinci people
    The Kerinci people are an indigenous ethnic group from the highland Kerinci region of central Sumatra, Indonesia, known for their distinct Malayic language, terraced wet-rice agriculture, and rich oral and ritual traditions.
  • E. Kayah people
    The Kayah people are an ethnic minority from eastern Myanmar, closely related to the broader Karen ethnic group, with their own distinct language, culture, and traditions.
  • 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_69a8864711648190b07bed24ed76258e completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb297ec2c819092ad62d72005223d completed March 7, 2026, 5:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69adfbb2cc988190a4046c17c8389996 completed March 8, 2026, 10:44 p.m.
NEDg Description generation batch_69adfc6aa96c81909ae3cff6c7ab7f79 completed March 8, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69adfcebbc808190a74f9082636bce11 completed March 8, 2026, 10:49 p.m.
Created at: March 4, 2026, 7:35 p.m.