Triple
T16365342
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dobbi language |
E397421
|
entity |
| Predicate | hasAncestor |
P369
|
FINISHED |
| Object |
Proto-Ethiopian Semitic language
Proto-Ethiopian Semitic language is a reconstructed ancestral language from which the modern Ethiopian Semitic languages are believed to have descended.
|
E205341
|
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: Proto-Ethiopian Semitic language | Statement: [Dobbi language, hasAncestor, Proto-Ethiopian Semitic language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Proto-Ethiopian Semitic language Context triple: [Dobbi language, hasAncestor, Proto-Ethiopian Semitic language]
-
A.
Ethiopian Semitic
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.
Proto-Cushitic
Proto-Cushitic is the reconstructed common ancestor of the Cushitic branch of the Afroasiatic language family, inferred through comparative linguistic analysis of its descendant languages.
-
C.
Proto-Afroasiatic language
Proto-Afroasiatic is the hypothetical reconstructed common ancestor of the Afroasiatic language family, which includes branches such as Semitic, Berber, Cushitic, Chadic, and Omotic.
-
D.
Central Cushitic languages
The Central Cushitic languages are a small branch of the Cushitic family of Afroasiatic languages spoken primarily in northwestern Ethiopia.
-
E.
Proto-Semitic language
Proto-Semitic is the reconstructed common ancestor of all Semitic languages, hypothesized by linguists through comparative methods to have been spoken in the ancient Near East.
- 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: Proto-Ethiopian Semitic language Triple: [Dobbi language, hasAncestor, Proto-Ethiopian Semitic language]
Generated description
Proto-Ethiopian Semitic language is a reconstructed ancestral language from which the modern Ethiopian Semitic languages are believed to have descended.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Proto-Ethiopian Semitic language Target entity description: Proto-Ethiopian Semitic language is a reconstructed ancestral language from which the modern Ethiopian Semitic languages are believed to have descended.
-
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.
Proto-Cushitic
Proto-Cushitic is the reconstructed common ancestor of the Cushitic branch of the Afroasiatic language family, inferred through comparative linguistic analysis of its descendant languages.
-
C.
Proto-Afroasiatic language
Proto-Afroasiatic is the hypothetical reconstructed common ancestor of the Afroasiatic language family, which includes branches such as Semitic, Berber, Cushitic, Chadic, and Omotic.
-
D.
Central Cushitic languages
The Central Cushitic languages are a small branch of the Cushitic family of Afroasiatic languages spoken primarily in northwestern Ethiopia.
-
E.
Proto-Semitic language
Proto-Semitic is the reconstructed common ancestor of all Semitic languages, hypothesized by linguists through comparative methods to have been spoken in the ancient Near East.
- F. None of above.
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_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_6a00580fec0c8190b7fb73dbc637fb61 |
completed | May 10, 2026, 10:04 a.m. |
| NEDg | Description generation | batch_6a005d6bf5b8819094802c963370bd61 |
completed | May 10, 2026, 10:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a005de0c70c8190b71c89c2f36695b3 |
completed | May 10, 2026, 10:28 a.m. |
Created at: April 10, 2026, 5:08 a.m.