Triple
T16365455
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Western Gurage |
E397424
|
entity |
| Predicate | hasNeighboringLanguageGroup |
P16383
|
FINISHED |
| Object | Eastern Gurage |
E400939
|
NE FINISHED |
How this triple was built (3 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: Eastern Gurage | Statement: [Western Gurage, hasNeighboringLanguageGroup, Eastern Gurage]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Eastern Gurage Context triple: [Western Gurage, hasNeighboringLanguageGroup, Eastern Gurage]
-
A.
Eastern Gurage
chosen
Eastern Gurage is a subgroup of the Gurage branch of South Ethiosemitic languages spoken in central Ethiopia.
-
B.
Northern Gurage
Northern Gurage refers to a subgroup of closely related South Ethiosemitic languages spoken primarily by the Gurage people in central Ethiopia.
-
C.
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.
-
D.
Gurage
Gurage refers to a group of ethnolinguistic communities in south-central Ethiopia known for their distinct Semitic language varieties and rich cultural traditions.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasNeighboringLanguageGroup Context triple: [Western Gurage, hasNeighboringLanguageGroup, Eastern Gurage]
-
A.
hasNeighboringLanguages
chosen
Indicates that two languages are geographically or regionally adjacent to each other in their areas of use.
-
B.
hasLanguageGroup
Indicates that an entity belongs to, is associated with, or is categorized under a particular language group.
-
C.
hasNeighboringLanguageCommunity
Indicates that one language community is geographically or socially adjacent to another, allowing for direct contact or interaction between them.
-
D.
hasLanguageOfSurroundingCountries
Indicates that an entity uses or includes the languages commonly spoken in the countries that geographically surround it.
-
E.
neighboringLanguageFamilies
Indicates that two language families are geographically adjacent or border each other in their primary regions of use.
- F. None of above.
Provenance (4 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_69e2ff3c915c81909e1757fc31921876 |
completed | April 18, 2026, 3:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00aae394d48190aca8e6f5e1cc781f |
completed | May 10, 2026, 3:57 p.m. |
| PD | Predicate disambiguation | batch_69e226f37ecc819082af58b29b4e39d1 |
completed | April 17, 2026, 12:26 p.m. |
Created at: April 10, 2026, 5:08 a.m.