Triple
T2662883
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Benue–Congo languages |
E54765
|
entity |
| Predicate | containsSubfamily |
P10928
|
FINISHED |
| Object |
Defoid languages
Defoid languages are a subgroup of the Benue–Congo branch of the Niger-Congo language family, including Yoruba and related languages spoken primarily in West Africa.
|
E286628
|
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: Defoid languages | Statement: [Benue–Congo languages, containsSubfamily, Defoid languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Defoid languages Context triple: [Benue–Congo languages, containsSubfamily, Defoid languages]
-
A.
Algic languages
Algic languages are a Native North American language family that includes the widespread Algonquian branch along with a few closely related but more geographically restricted languages.
-
B.
Bantoid languages
The Bantoid languages are a major branch of the Niger-Congo language family that includes the widespread Bantu languages spoken across much of sub-Saharan Africa.
-
C.
Tamanic languages
The Tamanic languages are a small subgroup of the Austronesian language family spoken in parts of Borneo, known for their close relationship to other South Sulawesi–linked languages despite their geographic separation.
-
D.
Beti-Fang languages
Beti-Fang languages are a cluster of closely related Bantu languages spoken primarily in Cameroon, Equatorial Guinea, and Gabon by Beti and Fang peoples.
-
E.
Atayalic languages
The Atayalic languages are a small subgroup of indigenous Austronesian languages spoken in northern Taiwan, primarily by the Atayal and Seediq peoples.
- 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: Defoid languages Triple: [Benue–Congo languages, containsSubfamily, Defoid languages]
Generated description
Defoid languages are a subgroup of the Benue–Congo branch of the Niger-Congo language family, including Yoruba and related languages spoken primarily in West Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Defoid languages Target entity description: Defoid languages are a subgroup of the Benue–Congo branch of the Niger-Congo language family, including Yoruba and related languages spoken primarily in West Africa.
-
A.
Algic languages
Algic languages are a Native North American language family that includes the widespread Algonquian branch along with a few closely related but more geographically restricted languages.
-
B.
Bantoid languages
The Bantoid languages are a major branch of the Niger-Congo language family that includes the widespread Bantu languages spoken across much of sub-Saharan Africa.
-
C.
Tamanic languages
The Tamanic languages are a small subgroup of the Austronesian language family spoken in parts of Borneo, known for their close relationship to other South Sulawesi–linked languages despite their geographic separation.
-
D.
Beti-Fang languages
Beti-Fang languages are a cluster of closely related Bantu languages spoken primarily in Cameroon, Equatorial Guinea, and Gabon by Beti and Fang peoples.
-
E.
Atayalic languages
The Atayalic languages are a small subgroup of indigenous Austronesian languages spoken in northern Taiwan, primarily by the Atayal and Seediq peoples.
- 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_69ab49e028948190b97e01d73548b1d9 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd96b9f1c8190a8a9460ca88a9aaf |
completed | March 7, 2026, 7:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af98d9d7148190841bac9589a3815b |
completed | March 10, 2026, 4:06 a.m. |
| NEDg | Description generation | batch_69af99c237548190838559ccac95f1c5 |
completed | March 10, 2026, 4:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af9a5a8ee8819080d49f13e5b4eab1 |
completed | March 10, 2026, 4:13 a.m. |
Created at: March 6, 2026, 9:53 p.m.