Triple

T1614096
Position Surface form Disambiguated ID Type / Status
Subject Sama–Bajaw languages subgroup E34674 entity
Predicate spokenBy P2181 FINISHED
Object Sama-Bajau peoples
The Sama-Bajau peoples are a diverse group of traditionally seafaring, Austronesian ethnic communities of Maritime Southeast Asia, often known as “sea nomads” for their boat-dwelling lifestyle and close relationship with the ocean.
E214194 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: Sama-Bajau peoples | Statement: [Sama–Bajaw languages subgroup, spokenBy, Sama-Bajau peoples]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sama-Bajau peoples
Context triple: [Sama–Bajaw languages subgroup, spokenBy, Sama-Bajau peoples]
  • A. Kayan people
    The Kayan people are an indigenous Dayak ethnic group of Borneo known for their riverine longhouse communities, elaborate body art, and rich oral traditions.
  • B. 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.
  • C. 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.
  • D. Ngaju people
    The Ngaju people are an indigenous Dayak ethnic group of central Kalimantan, Borneo, known for their rich river-based culture, traditional longhouses, and elaborate secondary burial rituals.
  • E. 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.
  • 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: Sama-Bajau peoples
Triple: [Sama–Bajaw languages subgroup, spokenBy, Sama-Bajau peoples]
Generated description
The Sama-Bajau peoples are a diverse group of traditionally seafaring, Austronesian ethnic communities of Maritime Southeast Asia, often known as “sea nomads” for their boat-dwelling lifestyle and close relationship with the ocean.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sama-Bajau peoples
Target entity description: The Sama-Bajau peoples are a diverse group of traditionally seafaring, Austronesian ethnic communities of Maritime Southeast Asia, often known as “sea nomads” for their boat-dwelling lifestyle and close relationship with the ocean.
  • A. Kayan people
    The Kayan people are an indigenous Dayak ethnic group of Borneo known for their riverine longhouse communities, elaborate body art, and rich oral traditions.
  • B. 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.
  • C. 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.
  • D. Ngaju people
    The Ngaju people are an indigenous Dayak ethnic group of central Kalimantan, Borneo, known for their rich river-based culture, traditional longhouses, and elaborate secondary burial rituals.
  • E. 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.
  • 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_69a885ffc5ec819091afa325d5f9611c completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a9098f384c81909ef836ee779466e2 completed March 5, 2026, 4:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69adeac40c608190800da8b029ef065a completed March 8, 2026, 9:31 p.m.
NEDg Description generation batch_69adeb9dccf48190800ddd282331c4b4 completed March 8, 2026, 9:35 p.m.
NED2 Entity disambiguation (via description) batch_69adf023e39c8190a2651b6c1e59a2ee completed March 8, 2026, 9:54 p.m.
Created at: March 4, 2026, 7:28 p.m.