Triple
T16365430
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Western Gurage |
E397424
|
entity |
| Predicate | hasLinguisticSubbranch |
P31853
|
FINISHED |
| Object | Ethiopian Semitic |
E205341
|
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: Ethiopian Semitic | Statement: [Western Gurage, hasLinguisticSubbranch, Ethiopian Semitic]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ethiopian Semitic Context triple: [Western Gurage, hasLinguisticSubbranch, Ethiopian Semitic]
-
A.
Ethiopian Semitic
chosen
Ethiopian Semitic is a subgroup of the Semitic language family spoken primarily in Ethiopia and Eritrea, encompassing languages such as Amharic, Tigrinya, and Ge'ez.
-
B.
Cushitic
Cushitic is a branch of the Afroasiatic language family spoken primarily in the Horn of Africa and parts of East Africa, encompassing languages such as Somali, Oromo, and Afar.
-
C.
Ethiopic
Ethiopic is a writing system used primarily for languages of Ethiopia and Eritrea, such as Amharic, Tigrinya, and Geʽez.
-
D.
South Cushitic
South Cushitic is a subgroup of the Cushitic branch of the Afroasiatic language family, comprising several closely related languages spoken mainly in parts of Tanzania and neighboring regions.
-
E.
Ge'ez
Ge'ez is an ancient Semitic language of Ethiopia and Eritrea, best known today as the classical and liturgical language of the Ethiopian and Eritrean Orthodox Tewahedo Churches.
- 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: hasLinguisticSubbranch Context triple: [Western Gurage, hasLinguisticSubbranch, Ethiopian Semitic]
-
A.
hasPrimaryLanguageSubbranch
Indicates that one language subbranch is the main or principal subbranch associated with a given language or language family.
-
B.
linguisticSubgroup
chosen
Indicates that one linguistic group forms a subordinate or specialized subset within a larger linguistic group or family.
-
C.
usesLanguageSubfamily
Indicates that one entity communicates or operates using a language that belongs to a specified language subfamily.
-
D.
hasSubLanguage
Indicates that one language is a subset, variant, or specialized form of another language.
-
E.
hasLanguagePhylum
Indicates that a language belongs to or is classified within a particular language phylum.
- 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_6a00679a900c8190aeb7a273943bf553 |
completed | May 10, 2026, 11:10 a.m. |
| PD | Predicate disambiguation | batch_69e226f37ecc819082af58b29b4e39d1 |
completed | April 17, 2026, 12:26 p.m. |
Created at: April 10, 2026, 5:08 a.m.