Triple

T9099740
Position Surface form Disambiguated ID Type / Status
Subject Orang Asli E218121 entity
Predicate governingBody P46 FINISHED
Object Jabatan Kemajuan Orang Asli
Jabatan Kemajuan Orang Asli is a Malaysian government department responsible for the development, welfare, and administration of the indigenous Orang Asli communities.
E778140 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: Jabatan Kemajuan Orang Asli | Statement: [Orang Asli, governingBody, Jabatan Kemajuan Orang Asli]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jabatan Kemajuan Orang Asli
Context triple: [Orang Asli, governingBody, Jabatan Kemajuan Orang Asli]
  • A. Government of Sarawak
    The Government of Sarawak is the state-level governing authority of Sarawak in Malaysia, responsible for administering the state's executive, legislative, and administrative functions.
  • 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. Johor National Parks Corporation
    Johor National Parks Corporation is a state agency in Johor, Malaysia responsible for managing and conserving the state's network of national parks and protected natural areas.
  • D. Ministry of Native Affairs
    The Ministry of Native Affairs was a key South African government department that administered and enforced apartheid-era policies controlling the lives and rights of Black Africans.
  • E. Pahang state government
    The Pahang state government is the administrative authority responsible for governing the Malaysian state of Pahang, overseeing its public services, development, and implementation of state laws and policies.
  • 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: Jabatan Kemajuan Orang Asli
Triple: [Orang Asli, governingBody, Jabatan Kemajuan Orang Asli]
Generated description
Jabatan Kemajuan Orang Asli is a Malaysian government department responsible for the development, welfare, and administration of the indigenous Orang Asli communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jabatan Kemajuan Orang Asli
Target entity description: Jabatan Kemajuan Orang Asli is a Malaysian government department responsible for the development, welfare, and administration of the indigenous Orang Asli communities.
  • A. Government of Sarawak
    The Government of Sarawak is the state-level governing authority of Sarawak in Malaysia, responsible for administering the state's executive, legislative, and administrative functions.
  • 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. Johor National Parks Corporation
    Johor National Parks Corporation is a state agency in Johor, Malaysia responsible for managing and conserving the state's network of national parks and protected natural areas.
  • D. Ministry of Native Affairs
    The Ministry of Native Affairs was a key South African government department that administered and enforced apartheid-era policies controlling the lives and rights of Black Africans.
  • E. Pahang state government
    The Pahang state government is the administrative authority responsible for governing the Malaysian state of Pahang, overseeing its public services, development, and implementation of state laws and policies.
  • 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_69ca83d9844081908e561e367fda6d45 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc9710ac04819096b9c8d3399b9c35 completed April 1, 2026, 3:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69d01824ee2081909cc5e6ae33fab2e5 completed April 3, 2026, 7:42 p.m.
NEDg Description generation batch_69d019666cb08190b66298ff86a7e1af completed April 3, 2026, 7:47 p.m.
NED2 Entity disambiguation (via description) batch_69d01a700ce48190868d445bde2462dc completed April 3, 2026, 7:52 p.m.
Created at: March 30, 2026, 7:15 p.m.