Triple

T5666504
Position Surface form Disambiguated ID Type / Status
Subject ǃXóõ E124869 entity
Predicate ethnicGroup P194 FINISHED
Object Taa people
The Taa people are an indigenous Khoisan-speaking group of southern Africa, known for their complex click language and traditional hunter-gatherer culture.
E542550 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: Taa people | Statement: [ǃXóõ, ethnicGroup, Taa people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Taa people
Context triple: [ǃXóõ, ethnicGroup, Taa people]
  • A. Teda people
    The Teda people are a subgroup of the Toubou ethnic group inhabiting the Tibesti Mountains region of northern Chad and southern Libya, traditionally known as semi-nomadic pastoralists of the central Sahara.
  • B. Agta people
    The Agta people are an indigenous, semi-nomadic hunter-gatherer group of the Philippines, traditionally inhabiting forested and coastal areas of Luzon.
  • C. 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.
  • D. Kuki people
    The Kuki people are an indigenous ethnic group of Northeast India and surrounding regions, known for their Tibeto-Burman language, distinct clan-based social structure, and rich traditions in music, dance, and oral history.
  • E. Sama people
    The Sama people are a seafaring Austronesian ethnic group of maritime communities in the southern Philippines, Sabah, and surrounding regions, traditionally known for their boat-dwelling lifestyle and fishing-based economy.
  • 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: Taa people
Triple: [ǃXóõ, ethnicGroup, Taa people]
Generated description
The Taa people are an indigenous Khoisan-speaking group of southern Africa, known for their complex click language and traditional hunter-gatherer culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Taa people
Target entity description: The Taa people are an indigenous Khoisan-speaking group of southern Africa, known for their complex click language and traditional hunter-gatherer culture.
  • A. Teda people
    The Teda people are a subgroup of the Toubou ethnic group inhabiting the Tibesti Mountains region of northern Chad and southern Libya, traditionally known as semi-nomadic pastoralists of the central Sahara.
  • B. Agta people
    The Agta people are an indigenous, semi-nomadic hunter-gatherer group of the Philippines, traditionally inhabiting forested and coastal areas of Luzon.
  • C. 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.
  • D. Kuki people
    The Kuki people are an indigenous ethnic group of Northeast India and surrounding regions, known for their Tibeto-Burman language, distinct clan-based social structure, and rich traditions in music, dance, and oral history.
  • E. Sama people
    The Sama people are a seafaring Austronesian ethnic group of maritime communities in the southern Philippines, Sabah, and surrounding regions, traditionally known for their boat-dwelling lifestyle and fishing-based economy.
  • 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_69c00828906881908966f270b8f130cf completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02345004081908858867be48d3885 completed March 22, 2026, 5:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c05a2b38c88190bdd0e172644df081 completed March 22, 2026, 9:07 p.m.
NEDg Description generation batch_69c062029e3c8190ade3f0836d6b3842 completed March 22, 2026, 9:41 p.m.
NED2 Entity disambiguation (via description) batch_69c06268eb0c8190959ba762c2d9b47d completed March 22, 2026, 9:43 p.m.
Created at: March 22, 2026, 3:43 p.m.