Triple
T1494109
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zenati languages |
E29647
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object | Tlemcen Berber |
E151661
|
NE FINISHED |
How this triple was built (2 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: Tlemcen Berber | Statement: [Zenati languages, hasSubgroup, Tlemcen Berber]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tlemcen Berber Context triple: [Zenati languages, hasSubgroup, Tlemcen Berber]
-
A.
Kabylie
Kabylie is a mountainous coastal region in northern Algeria known as a historic stronghold of the Kabyle Berber people and their distinct language and culture.
-
B.
Sabratha
Sabratha is an ancient Phoenician and Roman city on Libya’s Mediterranean coast, renowned for its well-preserved classical ruins and monumental theater.
-
C.
Cirta
Cirta was an important ancient Numidian and later Roman city in North Africa, located in what is now northeastern Algeria.
-
D.
Zenati Berber
chosen
Zenati Berber is a subgroup of Northern Berber languages spoken primarily in parts of Morocco and Algeria, characterized by shared phonological and lexical features distinct from other Berber varieties.
-
E.
Kalbeliya
Kalbeliya is a vibrant folk dance form of the Kalbeliya (snake-charmer) community, characterized by fast, swirling movements and colorful costumes, and is recognized by UNESCO as an Intangible Cultural Heritage of Humanity.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a498dba1d8819093b46a3a8d2485f1 |
completed | March 1, 2026, 7:51 p.m. |
| NER | Named-entity recognition | batch_69a4c6c665488190ae665f7a1b0563f5 |
completed | March 1, 2026, 11:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad232f4b80819095a608816d4d2a34 |
completed | March 8, 2026, 7:20 a.m. |
Created at: March 1, 2026, 8:12 p.m.