Triple
T2233574
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shabo language |
E49226
|
entity |
| Predicate | spokenIn |
P2266
|
FINISHED |
| Object |
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.
|
E247380
|
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: Gambela Region | Statement: [Shabo language, spokenIn, Gambela Region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gambela Region Context triple: [Shabo language, spokenIn, Gambela Region]
-
A.
Oromia Region
Oromia Region is Ethiopia’s largest and most populous regional state, known for its diverse landscapes, rich Oromo culture, and significant economic and political influence within the country.
-
B.
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.
-
C.
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.
-
D.
Amhara Region
Amhara Region is a federal state in northern Ethiopia known for its historic cities, highland landscapes, and significant cultural and political influence in the country.
-
E.
Hirshabelle
Hirshabelle is a federal member state in central Somalia formed from parts of the Hiiraan and Middle Shabelle regions.
- 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: Gambela Region Triple: [Shabo language, spokenIn, Gambela Region]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gambela Region Target entity description: 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.
-
A.
Oromia Region
Oromia Region is Ethiopia’s largest and most populous regional state, known for its diverse landscapes, rich Oromo culture, and significant economic and political influence within the country.
-
B.
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.
-
C.
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.
-
D.
Amhara Region
Amhara Region is a federal state in northern Ethiopia known for its historic cities, highland landscapes, and significant cultural and political influence in the country.
-
E.
Hirshabelle
Hirshabelle is a federal member state in central Somalia formed from parts of the Hiiraan and Middle Shabelle regions.
- 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_69a88aa84bdc819086df50e9c20b301e |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc0913f1c8190ac9cfeb0f1c84a76 |
completed | March 7, 2026, 6:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae6b020e308190a6d5a50a8e808aba |
completed | March 9, 2026, 6:38 a.m. |
| NEDg | Description generation | batch_69ae6b73bb688190bcade17d991c4862 |
completed | March 9, 2026, 6:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae6be4431c81909c9b4ad82226215d |
completed | March 9, 2026, 6:42 a.m. |
Created at: March 4, 2026, 7:47 p.m.