Triple
T2403396
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gumuz languages |
E50219
|
entity |
| Predicate | member |
P10
|
FINISHED |
| Object |
Northern Gumuz
Northern Gumuz is a variety of the Gumuz language spoken by the Gumuz people of the Ethiopia–Sudan border region.
|
E262857
|
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: Northern Gumuz | Statement: [Gumuz languages, member, Northern Gumuz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northern Gumuz Context triple: [Gumuz languages, member, Northern Gumuz]
-
A.
Gondar region
The Gondar region is an area in northwestern Ethiopia historically known as a major center of Ethiopian Jewish (Beta Israel) life and culture.
-
B.
Wolaytta
Wolaytta is a Cushitic-influenced Omotic language spoken primarily by the Wolaytta people in southern Ethiopia.
-
C.
Gambela Region
Gambela Region is a western administrative region of Ethiopia known for its ethnic diversity, proximity to South Sudan, and status as a host area for refugees.
-
D.
Tigray region
Tigray region is a northern Ethiopian region known for its ancient Christian heritage, distinctive highland culture, and historical role as a center for communities including Ethiopian Jews.
-
E.
Bale Zone
Bale Zone is an administrative zone in Ethiopia’s Oromia Region, known for encompassing the ecologically rich Bale Mountains and their surrounding highland areas.
- 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: Northern Gumuz Triple: [Gumuz languages, member, Northern Gumuz]
Generated description
Northern Gumuz is a variety of the Gumuz language spoken by the Gumuz people of the Ethiopia–Sudan border region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Northern Gumuz Target entity description: Northern Gumuz is a variety of the Gumuz language spoken by the Gumuz people of the Ethiopia–Sudan border region.
-
A.
Gondar region
The Gondar region is an area in northwestern Ethiopia historically known as a major center of Ethiopian Jewish (Beta Israel) life and culture.
-
B.
Wolaytta
Wolaytta is a Cushitic-influenced Omotic language spoken primarily by the Wolaytta people in southern Ethiopia.
-
C.
Gambela Region
Gambela Region is a western administrative region of Ethiopia known for its ethnic diversity, proximity to South Sudan, and status as a host area for refugees.
-
D.
Tigray region
Tigray region is a northern Ethiopian region known for its ancient Christian heritage, distinctive highland culture, and historical role as a center for communities including Ethiopian Jews.
-
E.
Bale Zone
Bale Zone is an administrative zone in Ethiopia’s Oromia Region, known for encompassing the ecologically rich Bale Mountains and their surrounding highland areas.
- 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_69a88b0339a88190a1207333cd271cc9 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abc8f8aa2881909192920ee394f0b3 |
completed | March 7, 2026, 6:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aeb3e740c88190872aa1a7834d73b0 |
completed | March 9, 2026, 11:49 a.m. |
| NEDg | Description generation | batch_69aeb4b942b08190addc2885fbda0e41 |
completed | March 9, 2026, 11:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69aeb557247c8190920ce3a5db388800 |
completed | March 9, 2026, 11:56 a.m. |
Created at: March 4, 2026, 7:58 p.m.