Triple
T16365066
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chaha language |
E397412
|
entity |
| Predicate | isPartOf |
P10
|
FINISHED |
| Object |
West Gurage languages
The West Gurage languages are a subgroup of the Ethiopian Semitic languages spoken in southwestern Ethiopia, known for their complex phonology and significant dialect diversity.
|
E1208511
|
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: West Gurage languages | Statement: [Chaha language, isPartOf, West Gurage languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: West Gurage languages Context triple: [Chaha language, isPartOf, West Gurage languages]
-
A.
Gurunsi languages
Gurunsi languages are a subgroup of Gur languages spoken primarily in Burkina Faso and Ghana, known for their linguistic diversity and complex tonal systems.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Luric languages
Luric languages are a group of closely related Western Iranian languages spoken primarily by the Lur people in western and southwestern Iran.
- 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: West Gurage languages Triple: [Chaha language, isPartOf, West Gurage languages]
Generated description
The West Gurage languages are a subgroup of the Ethiopian Semitic languages spoken in southwestern Ethiopia, known for their complex phonology and significant dialect diversity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: West Gurage languages Target entity description: The West Gurage languages are a subgroup of the Ethiopian Semitic languages spoken in southwestern Ethiopia, known for their complex phonology and significant dialect diversity.
-
A.
Gurunsi languages
Gurunsi languages are a subgroup of Gur languages spoken primarily in Burkina Faso and Ghana, known for their linguistic diversity and complex tonal systems.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Luric languages
Luric languages are a group of closely related Western Iranian languages spoken primarily by the Lur people in western and southwestern Iran.
- 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_69d87f2778dc8190aa95c7572db127e6 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e2ff3bb5e481909669164a37d76b19 |
completed | April 18, 2026, 3:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a002dc0b3d4819089e6fba536ec8a11 |
completed | May 10, 2026, 7:03 a.m. |
| NEDg | Description generation | batch_6a002f35af8081908ea9c3d0a991c396 |
completed | May 10, 2026, 7:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a002fa14ee4819080b02b368c0080b9 |
completed | May 10, 2026, 7:11 a.m. |
Created at: April 10, 2026, 5:08 a.m.