Triple
T10483030
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Omotik–Datooga languages |
E247218
|
entity |
| Predicate | hasAlternativeName |
P39
|
FINISHED |
| Object |
Omotic–Datooga languages
Omotic–Datooga languages are a proposed grouping of certain Omotic and Southern Nilotic (Datooga) languages whose genetic relationship remains controversial among linguists.
|
E864856
|
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: Omotic–Datooga languages | Statement: [Omotik–Datooga languages, hasAlternativeName, Omotic–Datooga languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Omotic–Datooga languages Context triple: [Omotik–Datooga languages, hasAlternativeName, Omotic–Datooga languages]
-
A.
Duna–Pogaya languages
The Duna–Pogaya languages are a small subgroup of Papuan languages spoken in the highlands of Papua New Guinea, recognized as part of the larger Trans–New Guinea language family.
-
B.
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.
-
C.
Baka–Gundi languages
The Baka–Gundi languages are a subgroup of Central African languages spoken primarily by forest-dwelling and neighboring communities, often associated with hunter-gatherer and agricultural populations in the Congo Basin region.
-
D.
Teke-Eboo languages
The Teke-Eboo languages are a subgroup of Bantu languages spoken primarily by Teke-related communities in Central Africa, especially in the Republic of the Congo and surrounding regions.
-
E.
Meʼphaa languages
Meʼphaa languages are a small group of indigenous Oto-Manguean languages spoken primarily by the Meʼphaa (Tlapanec) people in the state of Guerrero, Mexico.
- 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: Omotic–Datooga languages Triple: [Omotik–Datooga languages, hasAlternativeName, Omotic–Datooga languages]
Generated description
Omotic–Datooga languages are a proposed grouping of certain Omotic and Southern Nilotic (Datooga) languages whose genetic relationship remains controversial among linguists.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Omotic–Datooga languages Target entity description: Omotic–Datooga languages are a proposed grouping of certain Omotic and Southern Nilotic (Datooga) languages whose genetic relationship remains controversial among linguists.
-
A.
Duna–Pogaya languages
The Duna–Pogaya languages are a small subgroup of Papuan languages spoken in the highlands of Papua New Guinea, recognized as part of the larger Trans–New Guinea language family.
-
B.
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.
-
C.
Baka–Gundi languages
The Baka–Gundi languages are a subgroup of Central African languages spoken primarily by forest-dwelling and neighboring communities, often associated with hunter-gatherer and agricultural populations in the Congo Basin region.
-
D.
Teke-Eboo languages
The Teke-Eboo languages are a subgroup of Bantu languages spoken primarily by Teke-related communities in Central Africa, especially in the Republic of the Congo and surrounding regions.
-
E.
Meʼphaa languages
Meʼphaa languages are a small group of indigenous Oto-Manguean languages spoken primarily by the Meʼphaa (Tlapanec) people in the state of Guerrero, Mexico.
- 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_69d381c309b88190af78aa681cf6a4c2 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d509678ac88190984f18a2162e2dcf |
completed | April 7, 2026, 1:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d8a03336988190bc1e61126fe576be |
completed | April 10, 2026, 7:01 a.m. |
| NEDg | Description generation | batch_69d8a166404881909c28141fefea2936 |
completed | April 10, 2026, 7:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d8a2c550ac81908444c6abfe14698a |
completed | April 10, 2026, 7:12 a.m. |
Created at: April 6, 2026, 12:22 p.m.