Triple
T18695201
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Anti-Atlas region |
E457097
|
entity |
| Predicate | culturalRegion |
P1968
|
FINISHED |
| Object |
Berber Morocco
Berber Morocco is a predominantly Amazigh (Berber) cultural area of Morocco characterized by its indigenous languages, traditions, and communities, especially in regions like the Anti-Atlas.
|
E795339
|
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: Berber Morocco | Statement: [Anti-Atlas region, culturalRegion, Berber Morocco]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berber Morocco Context triple: [Anti-Atlas region, culturalRegion, Berber Morocco]
-
A.
Tunisian Saharan Berber
Tunisian Saharan Berber is a Berber language variety spoken by communities in the Saharan regions of Tunisia, belonging to the broader Zenati branch of the Berber language family.
-
B.
Chenoua Berber
Chenoua Berber is a Northern Berber language variety spoken mainly in the Chenoua region of northern Algeria, forming part of the wider Zenati branch of Berber languages.
-
C.
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.
-
D.
Siwa Berber
Siwa Berber is a Berber (Amazigh) language spoken primarily in Egypt’s Siwa Oasis, known for its unique features within the Berber language family and its relative isolation from other Amazigh-speaking communities.
-
E.
Berber world
The Berber world refers to the broad cultural and geographic sphere inhabited by Amazigh (Berber) peoples across North Africa, characterized by shared language varieties, traditions, and historical heritage.
- 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: Berber Morocco Triple: [Anti-Atlas region, culturalRegion, Berber Morocco]
Generated description
Berber Morocco is a predominantly Amazigh (Berber) cultural area of Morocco characterized by its indigenous languages, traditions, and communities, especially in regions like the Anti-Atlas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berber Morocco Target entity description: Berber Morocco is a predominantly Amazigh (Berber) cultural area of Morocco characterized by its indigenous languages, traditions, and communities, especially in regions like the Anti-Atlas.
-
A.
Tunisian Saharan Berber
Tunisian Saharan Berber is a Berber language variety spoken by communities in the Saharan regions of Tunisia, belonging to the broader Zenati branch of the Berber language family.
-
B.
Chenoua Berber
Chenoua Berber is a Northern Berber language variety spoken mainly in the Chenoua region of northern Algeria, forming part of the wider Zenati branch of Berber languages.
-
C.
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.
-
D.
Siwa Berber
Siwa Berber is a Berber (Amazigh) language spoken primarily in Egypt’s Siwa Oasis, known for its unique features within the Berber language family and its relative isolation from other Amazigh-speaking communities.
-
E.
Berber world
chosen
The Berber world refers to the broad cultural and geographic sphere inhabited by Amazigh (Berber) peoples across North Africa, characterized by shared language varieties, traditions, and historical heritage.
- 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_69d8d391eb488190ac2e9abf5bf255e4 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e562e66a188190801fd95f9be26042 |
completed | April 19, 2026, 11:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a052361dbf4819090cd164c923cc97f |
completed | May 14, 2026, 1:20 a.m. |
| NEDg | Description generation | batch_6a05245f158081908f8016fecafe8d73 |
completed | May 14, 2026, 1:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0524d0e9108190af82f170818ef575 |
completed | May 14, 2026, 1:26 a.m. |
Created at: April 10, 2026, 11:49 a.m.