Triple

T6099238
Position Surface form Disambiguated ID Type / Status
Subject Malaweg language E135952 entity
Predicate spokenBy P2181 FINISHED
Object Malaweg people
The Malaweg people are an indigenous ethnic group in the Philippines, primarily residing in northern Luzon, known for their distinct cultural traditions and heritage.
E569544 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: Malaweg people | Statement: [Malaweg language, spokenBy, Malaweg people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Malaweg people
Context triple: [Malaweg language, spokenBy, Malaweg people]
  • A. Lomwe people
    The Lomwe people are a Bantu ethnic group primarily found in Malawi and Mozambique, known for their distinct language, agricultural traditions, and rich cultural practices.
  • B. Tsonga people
    The Tsonga people are a Bantu ethnic group of southern Africa, primarily found in Mozambique, South Africa, Zimbabwe, and Eswatini, known for their rich musical traditions, distinctive dance, and vibrant cultural heritage.
  • C. Chewa people
    The Chewa people are a Bantu ethnic group of Central and Southern Africa, primarily found in Malawi, Zambia, and Mozambique, known for their matrilineal society, rich agricultural traditions, and distinctive Gule Wamkulu masked dances.
  • D. Kaonde people
    The Kaonde people are a Bantu-speaking ethnic group of northwestern Zambia known for their matrilineal social structure, distinctive ironworking history, and rich oral traditions.
  • E. Ndoni people
    The Ndoni people are an ethnic group of the Niger Delta region of Nigeria, culturally and linguistically related to other Igboid groups and known for their riverine lifestyle and traditional institutions.
  • 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: Malaweg people
Triple: [Malaweg language, spokenBy, Malaweg people]
Generated description
The Malaweg people are an indigenous ethnic group in the Philippines, primarily residing in northern Luzon, known for their distinct cultural traditions and heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Malaweg people
Target entity description: The Malaweg people are an indigenous ethnic group in the Philippines, primarily residing in northern Luzon, known for their distinct cultural traditions and heritage.
  • A. Lomwe people
    The Lomwe people are a Bantu ethnic group primarily found in Malawi and Mozambique, known for their distinct language, agricultural traditions, and rich cultural practices.
  • B. Tsonga people
    The Tsonga people are a Bantu ethnic group of southern Africa, primarily found in Mozambique, South Africa, Zimbabwe, and Eswatini, known for their rich musical traditions, distinctive dance, and vibrant cultural heritage.
  • C. Chewa people
    The Chewa people are a Bantu ethnic group of Central and Southern Africa, primarily found in Malawi, Zambia, and Mozambique, known for their matrilineal society, rich agricultural traditions, and distinctive Gule Wamkulu masked dances.
  • D. Kaonde people
    The Kaonde people are a Bantu-speaking ethnic group of northwestern Zambia known for their matrilineal social structure, distinctive ironworking history, and rich oral traditions.
  • E. Ndoni people
    The Ndoni people are an ethnic group of the Niger Delta region of Nigeria, culturally and linguistically related to other Igboid groups and known for their riverine lifestyle and traditional institutions.
  • 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_69c0087cd3c48190b459848c72d84eb1 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c05a9a02888190ac201acd14c3fc31 completed March 22, 2026, 9:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69c125475548819086b733a80056eba5 completed March 23, 2026, 11:34 a.m.
NEDg Description generation batch_69c128753cd8819096edb3c817bfae10 completed March 23, 2026, 11:48 a.m.
NED2 Entity disambiguation (via description) batch_69c129134ce08190ada54a7b3eda27f4 completed March 23, 2026, 11:50 a.m.
Created at: March 22, 2026, 4:13 p.m.