Triple

T9050853
Position Surface form Disambiguated ID Type / Status
Subject Vietic peoples E216878 entity
Predicate hasPart P35 FINISHED
Object Maleng people
The Maleng people are an indigenous Vietic ethnic group of mainland Southeast Asia, primarily living in Laos and Vietnam, known for their distinct language and traditional highland lifestyle.
E814888 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: Maleng people | Statement: [Vietic peoples, hasPart, Maleng people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maleng people
Context triple: [Vietic peoples, hasPart, Maleng people]
  • A. Lengo people
    The Lengo people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting parts of Guadalcanal and known for their distinct Austronesian culture and traditions.
  • B. Lango people
    The Lango people are a Nilotic ethnic group primarily inhabiting northern Uganda, known for their distinct language, cultural traditions, and historical role in the region.
  • C. Karanga people
    The Karanga people are a subgroup of the Shona ethnic group in Zimbabwe, known for their rich cultural traditions, historical role in the Rozvi Empire, and use of the Karanga dialect of the Shona language.
  • D. Banjima people
    The Banjima people are an Aboriginal Australian group whose ancestral lands lie in the inland Pilbara region of Western Australia, with a distinct language, culture, and deep connection to Country.
  • E. Lendu people
    The Lendu people are an agricultural ethnic group of northeastern Democratic Republic of the Congo, known for their distinct language and for their involvement in regional land and resource conflicts, particularly in Ituri.
  • 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: Maleng people
Triple: [Vietic peoples, hasPart, Maleng people]
Generated description
The Maleng people are an indigenous Vietic ethnic group of mainland Southeast Asia, primarily living in Laos and Vietnam, known for their distinct language and traditional highland lifestyle.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maleng people
Target entity description: The Maleng people are an indigenous Vietic ethnic group of mainland Southeast Asia, primarily living in Laos and Vietnam, known for their distinct language and traditional highland lifestyle.
  • A. Lengo people
    The Lengo people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting parts of Guadalcanal and known for their distinct Austronesian culture and traditions.
  • B. Lango people
    The Lango people are a Nilotic ethnic group primarily inhabiting northern Uganda, known for their distinct language, cultural traditions, and historical role in the region.
  • C. Karanga people
    The Karanga people are a subgroup of the Shona ethnic group in Zimbabwe, known for their rich cultural traditions, historical role in the Rozvi Empire, and use of the Karanga dialect of the Shona language.
  • D. Banjima people
    The Banjima people are an Aboriginal Australian group whose ancestral lands lie in the inland Pilbara region of Western Australia, with a distinct language, culture, and deep connection to Country.
  • E. Lendu people
    The Lendu people are an agricultural ethnic group of northeastern Democratic Republic of the Congo, known for their distinct language and for their involvement in regional land and resource conflicts, particularly in Ituri.
  • 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_69ca83d362e88190ae44b4e4dc194209 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc6b54423081908d9fd985109e336a completed April 1, 2026, 12:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69d190b5bb70819082b8eeb18bd5f1f6 completed April 4, 2026, 10:29 p.m.
NEDg Description generation batch_69d192a004e08190ac156b206e141b9b completed April 4, 2026, 10:37 p.m.
NED2 Entity disambiguation (via description) batch_69d19315ea508190ad344066a8b87401 completed April 4, 2026, 10:39 p.m.
Created at: March 30, 2026, 7:10 p.m.