Triple
T16479131
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berriane |
E400268
|
entity |
| Predicate | hasCulturalRegion |
P1968
|
FINISHED |
| Object |
Mzabite culture
Mzabite culture is the traditional Berber culture of the M'zab Valley in Algeria, known for its distinctive Ibadi Islamic heritage, fortified ksour (walled towns), and unique social and architectural practices.
|
E1215118
|
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: Mzabite culture | Statement: [Berriane, hasCulturalRegion, Mzabite culture]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mzabite culture Context triple: [Berriane, hasCulturalRegion, Mzabite culture]
-
A.
Ikwerre culture
Ikwerre culture encompasses the traditions, language, social structures, and artistic expressions of the Ikwerre people of Nigeria’s Niger Delta region, reflecting both distinct local identities and broader Igbo cultural influences.
-
B.
Bamana culture
Bamana culture is a major Mande cultural tradition of Mali, renowned for its rich artistic heritage, complex initiation societies, and influential role in West African history and religion.
-
C.
Diola culture
Diola culture is the rich traditional way of life of the Diola (Jola) people of Senegal, The Gambia, and Guinea-Bissau, known for its rice cultivation, communal social structures, and distinctive religious and artistic practices.
-
D.
Mumuye culture
Mumuye culture is the traditional way of life, beliefs, and artistic expression of the Mumuye people of northeastern Nigeria, known especially for their distinctive wooden sculptures and rich ritual practices.
-
E.
Khami culture
Khami culture was a late Iron Age archaeological culture in southwestern Zimbabwe, known for its stone-built capitals and association with the Butua Kingdom following the decline of Great Zimbabwe.
- 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: Mzabite culture Triple: [Berriane, hasCulturalRegion, Mzabite culture]
Generated description
Mzabite culture is the traditional Berber culture of the M'zab Valley in Algeria, known for its distinctive Ibadi Islamic heritage, fortified ksour (walled towns), and unique social and architectural practices.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mzabite culture Target entity description: Mzabite culture is the traditional Berber culture of the M'zab Valley in Algeria, known for its distinctive Ibadi Islamic heritage, fortified ksour (walled towns), and unique social and architectural practices.
-
A.
Ikwerre culture
Ikwerre culture encompasses the traditions, language, social structures, and artistic expressions of the Ikwerre people of Nigeria’s Niger Delta region, reflecting both distinct local identities and broader Igbo cultural influences.
-
B.
Bamana culture
Bamana culture is a major Mande cultural tradition of Mali, renowned for its rich artistic heritage, complex initiation societies, and influential role in West African history and religion.
-
C.
Diola culture
Diola culture is the rich traditional way of life of the Diola (Jola) people of Senegal, The Gambia, and Guinea-Bissau, known for its rice cultivation, communal social structures, and distinctive religious and artistic practices.
-
D.
Mumuye culture
Mumuye culture is the traditional way of life, beliefs, and artistic expression of the Mumuye people of northeastern Nigeria, known especially for their distinctive wooden sculptures and rich ritual practices.
-
E.
Khami culture
Khami culture was a late Iron Age archaeological culture in southwestern Zimbabwe, known for its stone-built capitals and association with the Butua Kingdom following the decline of Great Zimbabwe.
- 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_69d883813098819084f5409539723b59 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e32e01230881908b2147a25f78b7f4 |
completed | April 18, 2026, 7:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a004f60ea8881908f073a28c407a1f4 |
completed | May 10, 2026, 9:26 a.m. |
| NEDg | Description generation | batch_6a00513b6fcc8190a548b30cb7b4b67f |
completed | May 10, 2026, 9:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0051def1d48190b40f55c40ab269d2 |
completed | May 10, 2026, 9:37 a.m. |
Created at: April 10, 2026, 5:13 a.m.