Triple
T11397599
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Yakoma language |
E270017
|
entity |
| Predicate | ethnicGroup |
P194
|
FINISHED |
| Object |
Yakoma people
The Yakoma people are a Central African ethnic group primarily living along the Ubangi River in the Central African Republic, known for their distinct language and riverine cultural traditions.
|
E1138418
|
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: Yakoma people | Statement: [Yakoma language, ethnicGroup, Yakoma people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Yakoma people Context triple: [Yakoma language, ethnicGroup, Yakoma people]
-
A.
Nonuya people
The Nonuya people are an Indigenous group of the northwestern Amazon, known for their distinct language, traditional forest-based livelihoods, and close cultural ties with neighboring Huitoto communities.
-
B.
Yana people
The Yana people are an Indigenous group from northern California, historically known for their distinct culture, complex social organization, and as the community of Ishi, often called the “last wild Indian” in North America.
-
C.
Yamaji people
The Yamaji people are an Aboriginal Australian group from the Mid West region of Western Australia, known for their distinct cultural traditions, languages, and connection to their ancestral lands.
-
D.
Kamia people
The Kamia people are an Indigenous Native American group traditionally associated with the Yuman cultural and linguistic family of the southwestern United States and northern Mexico.
-
E.
Paramaka people
The Paramaka people are a Maroon community in Suriname and French Guiana, descended from escaped African slaves and known for their distinct Afro-Surinamese culture and traditions.
- 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: Yakoma people Triple: [Yakoma language, ethnicGroup, Yakoma people]
Generated description
The Yakoma people are a Central African ethnic group primarily living along the Ubangi River in the Central African Republic, known for their distinct language and riverine cultural traditions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Yakoma people Target entity description: The Yakoma people are a Central African ethnic group primarily living along the Ubangi River in the Central African Republic, known for their distinct language and riverine cultural traditions.
-
A.
Nonuya people
The Nonuya people are an Indigenous group of the northwestern Amazon, known for their distinct language, traditional forest-based livelihoods, and close cultural ties with neighboring Huitoto communities.
-
B.
Yana people
The Yana people are an Indigenous group from northern California, historically known for their distinct culture, complex social organization, and as the community of Ishi, often called the “last wild Indian” in North America.
-
C.
Yamaji people
The Yamaji people are an Aboriginal Australian group from the Mid West region of Western Australia, known for their distinct cultural traditions, languages, and connection to their ancestral lands.
-
D.
Kamia people
The Kamia people are an Indigenous Native American group traditionally associated with the Yuman cultural and linguistic family of the southwestern United States and northern Mexico.
-
E.
Paramaka people
The Paramaka people are a Maroon community in Suriname and French Guiana, descended from escaped African slaves and known for their distinct Afro-Surinamese culture and traditions.
- 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_69d6aacdbc6c8190af6dc3d5f5d22836 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d80019d3d48190a2f473deb6eae33a |
completed | April 9, 2026, 7:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69feb7ca3e348190a75c1dd8aec73a40 |
completed | May 9, 2026, 4:27 a.m. |
| NEDg | Description generation | batch_69feba1d256c8190ba13379d0cb8135c |
completed | May 9, 2026, 4:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69feba93c4cc819083c683210d1f03f8 |
completed | May 9, 2026, 4:39 a.m. |
Created at: April 8, 2026, 9:34 p.m.