Triple
T2276163
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gondar region |
E50775
|
entity |
| Predicate | language |
P15
|
FINISHED |
| Object |
Qwara language
The Qwara language is a nearly extinct Afroasiatic language once spoken by the Beta Israel community in Ethiopia’s Gondar region.
|
E249565
|
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: Qwara language | Statement: [Gondar region, language, Qwara language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Qwara language Context triple: [Gondar region, language, Qwara language]
-
A.
Khwarshi language
The Khwarshi language is a Northeast Caucasian (Nakh-Daghestanian) language spoken by a small ethnic group in Dagestan, Russia, known for its complex phonology and rich case system.
-
B.
Puquina language
The Puquina language is an extinct and poorly documented indigenous tongue once spoken in the central Andes, believed to have been associated with pre-Inca and possibly Tiwanaku-era civilizations.
-
C.
Hoanya language
The Hoanya language is an extinct Austronesian language once spoken by the Hoanya people of western Taiwan and classified among the indigenous Formosan languages.
-
D.
Amuesha language
The Amuesha language, also known as Yanesha', is an Arawakan language spoken by the Yanesha' people of the central Peruvian Amazon.
-
E.
Suwawa language
The Suwawa language is an Austronesian language spoken by the Suwawa people of northern Sulawesi, Indonesia, and is part of the Gorontalo–Mongondow subgroup.
- 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: Qwara language Triple: [Gondar region, language, Qwara language]
Generated description
The Qwara language is a nearly extinct Afroasiatic language once spoken by the Beta Israel community in Ethiopia’s Gondar region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Qwara language Target entity description: The Qwara language is a nearly extinct Afroasiatic language once spoken by the Beta Israel community in Ethiopia’s Gondar region.
-
A.
Khwarshi language
The Khwarshi language is a Northeast Caucasian (Nakh-Daghestanian) language spoken by a small ethnic group in Dagestan, Russia, known for its complex phonology and rich case system.
-
B.
Puquina language
The Puquina language is an extinct and poorly documented indigenous tongue once spoken in the central Andes, believed to have been associated with pre-Inca and possibly Tiwanaku-era civilizations.
-
C.
Hoanya language
The Hoanya language is an extinct Austronesian language once spoken by the Hoanya people of western Taiwan and classified among the indigenous Formosan languages.
-
D.
Amuesha language
The Amuesha language, also known as Yanesha', is an Arawakan language spoken by the Yanesha' people of the central Peruvian Amazon.
-
E.
Suwawa language
The Suwawa language is an Austronesian language spoken by the Suwawa people of northern Sulawesi, Indonesia, and is part of the Gorontalo–Mongondow subgroup.
- 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_69a88b05910c8190a9a2b1ff230c85f9 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abc1ecc600819095dd4f69af1d18d8 |
completed | March 7, 2026, 6:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae71e01860819082bca15c146b9c64 |
completed | March 9, 2026, 7:08 a.m. |
| NEDg | Description generation | batch_69ae727528bc8190b49b0ffbc53a63f2 |
completed | March 9, 2026, 7:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae72c077ec819093a1b9ac089e2e7c |
completed | March 9, 2026, 7:12 a.m. |
Created at: March 4, 2026, 7:48 p.m.