Triple
T6640170
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grassfields languages |
E150566
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Ring languages
Ring languages are a subgroup of the Grassfields Bantu languages spoken in parts of Cameroon, known for their close genetic relationship and shared linguistic features.
|
E608318
|
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: Ring languages | Statement: [Grassfields languages, hasSubgroup, Ring languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ring languages Context triple: [Grassfields languages, hasSubgroup, Ring languages]
-
A.
Irminonic languages
Irminonic languages are a branch of the West Germanic language family that includes High German varieties such as Standard German and Yiddish.
-
B.
Tepiman languages
The Tepiman languages are a group of closely related Uto-Aztecan indigenous languages spoken primarily in northern Mexico by various Tepehuán and Piman peoples.
-
C.
Badaic languages
Badaic languages are a subgroup of the Austronesian language family spoken in central Sulawesi, Indonesia, known for their close relationship to other Celebic languages.
-
D.
Zenati languages
The Zenati languages are a branch of the Berber language family spoken primarily in North Africa, especially across parts of Algeria, Morocco, and Tunisia.
-
E.
Voltaic languages
Voltaic languages are a branch of the Niger-Congo language family spoken primarily in West Africa, especially in countries like Burkina Faso, Ghana, and Togo.
- 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: Ring languages Triple: [Grassfields languages, hasSubgroup, Ring languages]
Generated description
Ring languages are a subgroup of the Grassfields Bantu languages spoken in parts of Cameroon, known for their close genetic relationship and shared linguistic features.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ring languages Target entity description: Ring languages are a subgroup of the Grassfields Bantu languages spoken in parts of Cameroon, known for their close genetic relationship and shared linguistic features.
-
A.
Irminonic languages
Irminonic languages are a branch of the West Germanic language family that includes High German varieties such as Standard German and Yiddish.
-
B.
Tepiman languages
The Tepiman languages are a group of closely related Uto-Aztecan indigenous languages spoken primarily in northern Mexico by various Tepehuán and Piman peoples.
-
C.
Badaic languages
Badaic languages are a subgroup of the Austronesian language family spoken in central Sulawesi, Indonesia, known for their close relationship to other Celebic languages.
-
D.
Zenati languages
The Zenati languages are a branch of the Berber language family spoken primarily in North Africa, especially across parts of Algeria, Morocco, and Tunisia.
-
E.
Voltaic languages
Voltaic languages are a branch of the Niger-Congo language family spoken primarily in West Africa, especially in countries like Burkina Faso, Ghana, and Togo.
- 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_69c687f0ceb08190bf40807bfc605fa5 |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6aff1fe8081908c32db341b0fb354 |
completed | March 27, 2026, 4:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6e455edb88190983f74f39e55665c |
completed | March 27, 2026, 8:11 p.m. |
| NEDg | Description generation | batch_69c6e8584bd08190bb45747aca6e9327 |
completed | March 27, 2026, 8:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6e8dcc9bc819099ba39f67677195b |
completed | March 27, 2026, 8:30 p.m. |
Created at: March 27, 2026, 2 p.m.