Triple
T6861292
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Western Bantu languages |
E158283
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Yaka languages
Yaka languages are a group of closely related Bantu languages spoken primarily in parts of Central Africa, especially in the Democratic Republic of the Congo and Angola.
|
E636929
|
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: Yaka languages | Statement: [Western Bantu languages, hasSubgroup, Yaka languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Yaka languages Context triple: [Western Bantu languages, hasSubgroup, Yaka languages]
-
A.
Chimakuan languages
The Chimakuan languages are a small family of now-extinct Indigenous languages once spoken in the Pacific Northwest of North America, particularly on the Olympic Peninsula in Washington State.
-
B.
Misumalpan languages
The Misumalpan languages are a small family of indigenous languages spoken primarily along the Atlantic coast of Nicaragua and neighboring regions of Central America.
-
C.
Kunama languages
The Kunama languages are a small group of closely related languages spoken primarily by the Kunama people of western Eritrea and adjacent regions of Ethiopia.
-
D.
Tani languages
The Tani languages are a subgroup of the Sino-Tibetan language family spoken primarily in Arunachal Pradesh and adjoining regions of Northeast India by various indigenous communities.
-
E.
Kayan–Murik languages
The Kayan–Murik languages are a group of closely related Austronesian languages spoken primarily by indigenous communities in Borneo.
- 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: Yaka languages Triple: [Western Bantu languages, hasSubgroup, Yaka languages]
Generated description
Yaka languages are a group of closely related Bantu languages spoken primarily in parts of Central Africa, especially in the Democratic Republic of the Congo and Angola.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Yaka languages Target entity description: Yaka languages are a group of closely related Bantu languages spoken primarily in parts of Central Africa, especially in the Democratic Republic of the Congo and Angola.
-
A.
Chimakuan languages
The Chimakuan languages are a small family of now-extinct Indigenous languages once spoken in the Pacific Northwest of North America, particularly on the Olympic Peninsula in Washington State.
-
B.
Misumalpan languages
The Misumalpan languages are a small family of indigenous languages spoken primarily along the Atlantic coast of Nicaragua and neighboring regions of Central America.
-
C.
Kunama languages
The Kunama languages are a small group of closely related languages spoken primarily by the Kunama people of western Eritrea and adjacent regions of Ethiopia.
-
D.
Tani languages
The Tani languages are a subgroup of the Sino-Tibetan language family spoken primarily in Arunachal Pradesh and adjoining regions of Northeast India by various indigenous communities.
-
E.
Kayan–Murik languages
The Kayan–Murik languages are a group of closely related Austronesian languages spoken primarily by indigenous communities in Borneo.
- 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_69c68830cdbc8190a8301c7a9d9f651a |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d88659c8819084916663219a8198 |
completed | March 27, 2026, 7:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7752f047481908fb58112d783ba1e |
completed | March 28, 2026, 6:29 a.m. |
| NEDg | Description generation | batch_69c7771599888190a08cfe512facbe2e |
completed | March 28, 2026, 6:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c777b57cf08190899793bd70fef745 |
completed | March 28, 2026, 6:39 a.m. |
Created at: March 27, 2026, 2:21 p.m.