Triple

T4588338
Position Surface form Disambiguated ID Type / Status
Subject Austronesian peoples E103422 entity
Predicate includesSubgroup P10571 FINISHED
Object Malagasy people
The Malagasy people are the native inhabitants of Madagascar, known for their unique blend of Austronesian and African ancestry, languages, and cultural traditions.
E455431 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: Malagasy people | Statement: [Austronesian peoples, includesSubgroup, Malagasy people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Malagasy people
Context triple: [Austronesian peoples, includesSubgroup, Malagasy people]
  • A. 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.
  • B. Tolitoli people
    The Tolitoli people are an indigenous ethnic group of northern Central Sulawesi in Indonesia, known for their distinct Austronesian language and coastal trading traditions.
  • C. Lozi people
    The Lozi people are a Bantu-speaking ethnic group primarily inhabiting western Zambia, known for their centralized monarchy under the Litunga and their annual Kuomboka ceremony marking the Zambezi River’s flood season.
  • D. Sangirese people
    The Sangirese people are an Austronesian ethnic group native to the Sangihe and Talaud Islands in northern Indonesia, known for their seafaring traditions and distinct language and culture.
  • E. Mon people
    The Mon people are an ethnic group of mainland Southeast Asia, primarily in Myanmar and Thailand, known for their early adoption of Theravada Buddhism and significant historical influence on regional culture and scripts.
  • 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: Malagasy people
Triple: [Austronesian peoples, includesSubgroup, Malagasy people]
Generated description
The Malagasy people are the native inhabitants of Madagascar, known for their unique blend of Austronesian and African ancestry, languages, and cultural traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Malagasy people
Target entity description: The Malagasy people are the native inhabitants of Madagascar, known for their unique blend of Austronesian and African ancestry, languages, and cultural traditions.
  • A. 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.
  • B. Tolitoli people
    The Tolitoli people are an indigenous ethnic group of northern Central Sulawesi in Indonesia, known for their distinct Austronesian language and coastal trading traditions.
  • C. Lozi people
    The Lozi people are a Bantu-speaking ethnic group primarily inhabiting western Zambia, known for their centralized monarchy under the Litunga and their annual Kuomboka ceremony marking the Zambezi River’s flood season.
  • D. Sangirese people
    The Sangirese people are an Austronesian ethnic group native to the Sangihe and Talaud Islands in northern Indonesia, known for their seafaring traditions and distinct language and culture.
  • E. Mon people
    The Mon people are an ethnic group of mainland Southeast Asia, primarily in Myanmar and Thailand, known for their early adoption of Theravada Buddhism and significant historical influence on regional culture and scripts.
  • 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_69bd43dccaf08190aa89e9991a289719 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd592115fc8190b1aee1d8bbaf1ee3 completed March 20, 2026, 2:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69bde0b9f700819082b0e5171132d0f3 completed March 21, 2026, 12:05 a.m.
NEDg Description generation batch_69bde31735a481909d005e6c44e2f114 completed March 21, 2026, 12:15 a.m.
NED2 Entity disambiguation (via description) batch_69bde6d185088190b94580f53038d883 completed March 21, 2026, 12:31 a.m.
Created at: March 20, 2026, 1:11 p.m.