Triple
T11303198
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kasem language |
E267646
|
entity |
| Predicate | hasAncestor |
P369
|
FINISHED |
| Object |
Proto-Gur
Proto-Gur is the reconstructed common ancestor of the Gur languages of West Africa, inferred through comparative linguistic analysis.
|
E916968
|
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-Gur | Statement: [Kasem language, hasAncestor, Proto-Gur]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Proto-Gur Context triple: [Kasem language, hasAncestor, Proto-Gur]
-
A.
Proto-Mari
Proto-Mari is the reconstructed ancestral language from which the modern Hill Mari language developed.
-
B.
Proto-Chadic
Proto-Chadic is the reconstructed common ancestor of the Chadic branch of the Afroasiatic language family, from which languages like Dass are believed to have descended.
-
C.
Proto-Tyrsenian
Proto-Tyrsenian is the hypothesized common ancestor language of the Tyrsenian family, believed to underlie languages such as Lemnian and Etruscan in the ancient Mediterranean region.
-
D.
Proto-Koman
Proto-Koman is the reconstructed ancestral language from which the modern Koman languages of the Nilo-Saharan family are derived.
-
E.
Gur languages
Gur languages are a large branch of the Niger–Congo language family spoken primarily in West Africa, especially in countries such as Burkina Faso, Ghana, Togo, and Ivory Coast.
- 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-Gur Triple: [Kasem language, hasAncestor, Proto-Gur]
Generated description
Proto-Gur is the reconstructed common ancestor of the Gur languages of West Africa, inferred through comparative linguistic analysis.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Proto-Gur Target entity description: Proto-Gur is the reconstructed common ancestor of the Gur languages of West Africa, inferred through comparative linguistic analysis.
-
A.
Proto-Mari
Proto-Mari is the reconstructed ancestral language from which the modern Hill Mari language developed.
-
B.
Proto-Chadic
Proto-Chadic is the reconstructed common ancestor of the Chadic branch of the Afroasiatic language family, from which languages like Dass are believed to have descended.
-
C.
Proto-Tyrsenian
Proto-Tyrsenian is the hypothesized common ancestor language of the Tyrsenian family, believed to underlie languages such as Lemnian and Etruscan in the ancient Mediterranean region.
-
D.
Proto-Koman
Proto-Koman is the reconstructed ancestral language from which the modern Koman languages of the Nilo-Saharan family are derived.
-
E.
Gur languages
Gur languages are a large branch of the Niger–Congo language family spoken primarily in West Africa, especially in countries such as Burkina Faso, Ghana, Togo, and Ivory Coast.
- 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_69d6aac993a08190a6f36445ebaf9a43 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e9a5c3788190ba54eda514b97903 |
completed | April 9, 2026, 6:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e50a57366081908a05fc52c5d4074c |
completed | April 19, 2026, 5:01 p.m. |
| NEDg | Description generation | batch_69e510f9edb4819097e9fa1ce85504ed |
completed | April 19, 2026, 5:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e516bec3e481909cbd0d9c683d2191 |
completed | April 19, 2026, 5:54 p.m. |
Created at: April 8, 2026, 9:32 p.m.