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.