Triple
T220472
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | West African languages |
E4201
|
entity |
| Predicate | includesFamily |
P3600
|
FINISHED |
| Object |
Kwa languages
Kwa languages are a major branch of the Niger-Congo language family spoken primarily in southern West Africa, including parts of Ghana, Côte d’Ivoire, Togo, and Benin.
|
E28451
|
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: Kwa languages | Statement: [West African languages, includesFamily, Kwa languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kwa languages Context triple: [West African languages, includesFamily, Kwa languages]
-
A.
Yola language
The Yola language was an extinct West Germanic language once spoken in County Wexford, Ireland, that preserved many archaic features derived from early English settlers.
-
B.
Batanic languages
Batanic languages are a small subgroup of Austronesian languages spoken primarily in the Batanes Islands of the northern Philippines and parts of Taiwan, known for their unique phonological and lexical features.
-
C.
Kiliwa language
The Kiliwa language is an endangered indigenous language spoken by the Kiliwa people of northern Baja California, Mexico, known for its highly complex verbal morphology and status as one of the last surviving isolates within the Yuman linguistic area.
-
D.
Miwok languages
Miwok languages are a group of closely related Native American languages traditionally spoken by the Miwok peoples of central and northern California.
-
E.
Kichwa
Kichwa is a Quechuan indigenous language variety widely spoken by Andean communities in Ecuador and neighboring regions.
- 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: Kwa languages Triple: [West African languages, includesFamily, Kwa languages]
Generated description
Kwa languages are a major branch of the Niger-Congo language family spoken primarily in southern West Africa, including parts of Ghana, Côte d’Ivoire, Togo, and Benin.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kwa languages Target entity description: Kwa languages are a major branch of the Niger-Congo language family spoken primarily in southern West Africa, including parts of Ghana, Côte d’Ivoire, Togo, and Benin.
-
A.
Yola language
The Yola language was an extinct West Germanic language once spoken in County Wexford, Ireland, that preserved many archaic features derived from early English settlers.
-
B.
Batanic languages
Batanic languages are a small subgroup of Austronesian languages spoken primarily in the Batanes Islands of the northern Philippines and parts of Taiwan, known for their unique phonological and lexical features.
-
C.
Kiliwa language
The Kiliwa language is an endangered indigenous language spoken by the Kiliwa people of northern Baja California, Mexico, known for its highly complex verbal morphology and status as one of the last surviving isolates within the Yuman linguistic area.
-
D.
Miwok languages
Miwok languages are a group of closely related Native American languages traditionally spoken by the Miwok peoples of central and northern California.
-
E.
Kichwa
Kichwa is a Quechuan indigenous language variety widely spoken by Andean communities in Ecuador and neighboring regions.
- 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_69a2573508588190b522c2476d91acfe |
completed | Feb. 28, 2026, 2:47 a.m. |
| NER | Named-entity recognition | batch_69a260c3037c8190ba7ddf328f249b74 |
completed | Feb. 28, 2026, 3:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a34d953f308190b15fc5768b5b5e6f |
completed | Feb. 28, 2026, 8:18 p.m. |
| NEDg | Description generation | batch_69a35076ef6881908918c19412e12efe |
completed | Feb. 28, 2026, 8:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a350d687148190b673593b8aa0072e |
completed | Feb. 28, 2026, 8:32 p.m. |
Created at: Feb. 28, 2026, 2:53 a.m.