Triple
T3909944
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gurage languages |
E87295
|
entity |
| Predicate | areSometimesClassifiedInto |
P14654
|
FINISHED |
| Object |
Western Gurage
Western Gurage is a subgroup of the Gurage languages spoken in southwestern Ethiopia, known for its distinctive Semitic linguistic features and regional dialect diversity.
|
E397424
|
NE FINISHED |
How this triple was built (5 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: Western Gurage | Statement: [Gurage languages, areSometimesClassifiedInto, Western Gurage]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Western Gurage Context triple: [Gurage languages, areSometimesClassifiedInto, Western Gurage]
-
A.
Benishangul-Gumuz Region
Benishangul-Gumuz Region is a western Ethiopian regional state along the Sudanese border, known for its ethnolinguistic diversity, including the Gumuz peoples, and for hosting major infrastructure such as the Grand Ethiopian Renaissance Dam on the Blue Nile.
-
B.
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.
-
C.
Northern Gumuz
Northern Gumuz is a variety of the Gumuz language spoken by the Gumuz people of the Ethiopia–Sudan border region.
-
D.
Borana-Arsi-Guji
Borana-Arsi-Guji is a major dialect cluster of the Oromo language spoken primarily in southern Ethiopia and northern Kenya.
-
E.
South Omotic
South Omotic is a branch of the Omotic language family spoken primarily in southwestern Ethiopia by several indigenous ethnic groups.
- 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: Western Gurage Triple: [Gurage languages, areSometimesClassifiedInto, Western Gurage]
Generated description
Western Gurage is a subgroup of the Gurage languages spoken in southwestern Ethiopia, known for its distinctive Semitic linguistic features and regional dialect diversity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Western Gurage Target entity description: Western Gurage is a subgroup of the Gurage languages spoken in southwestern Ethiopia, known for its distinctive Semitic linguistic features and regional dialect diversity.
-
A.
Benishangul-Gumuz Region
Benishangul-Gumuz Region is a western Ethiopian regional state along the Sudanese border, known for its ethnolinguistic diversity, including the Gumuz peoples, and for hosting major infrastructure such as the Grand Ethiopian Renaissance Dam on the Blue Nile.
-
B.
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.
-
C.
Northern Gumuz
Northern Gumuz is a variety of the Gumuz language spoken by the Gumuz people of the Ethiopia–Sudan border region.
-
D.
Borana-Arsi-Guji
Borana-Arsi-Guji is a major dialect cluster of the Oromo language spoken primarily in southern Ethiopia and northern Kenya.
-
E.
South Omotic
South Omotic is a branch of the Omotic language family spoken primarily in southwestern Ethiopia by several indigenous ethnic groups.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: areSometimesClassifiedInto Context triple: [Gurage languages, areSometimesClassifiedInto, Western Gurage]
-
A.
isSometimesClassifiedAs
chosen
Indicates that an entity is occasionally, but not consistently or universally, categorized under a particular type or class.
-
B.
areClassifiedBy
Indicates that entities are assigned to one or more categories, types, or classes according to a specified classification scheme.
-
C.
isClassifiedUnder
Indicates that one entity is categorized or grouped within a broader class, type, or category represented by another entity.
-
D.
notClassifiedAs
Indicates that an entity is explicitly not assigned to, or excluded from, a particular class or category.
-
E.
areSometimesGroupedWith
Indicates that two or more entities are occasionally but not consistently classified, treated, or considered together as part of the same group.
- F. None of above.
Provenance (6 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_69aed9424514819086e9c58adde6652d |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aef1abe2dc81909c18aeae9b286898 |
completed | March 9, 2026, 4:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b51cb1b194819093b88d3f37ae51d9 |
completed | March 14, 2026, 8:30 a.m. |
| NEDg | Description generation | batch_69b51d8510c08190a88a1a8f044b3c59 |
completed | March 14, 2026, 8:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b51e0e9df08190959bc5cb7084d8a5 |
completed | March 14, 2026, 8:36 a.m. |
| PD | Predicate disambiguation | batch_69aee75cff148190b6d5979d17fae085 |
completed | March 9, 2026, 3:29 p.m. |
Created at: March 9, 2026, 3:22 p.m.