Triple
T6668357
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zenati Berber |
E151661
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Beni Iznassen Berber
Beni Iznassen Berber are a Berber ethnic group from northeastern Morocco, traditionally speaking a Zenati Berber dialect and known for their distinct cultural and tribal identity.
|
E610193
|
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: Beni Iznassen Berber | Statement: [Zenati Berber, hasSubgroup, Beni Iznassen Berber]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beni Iznassen Berber Context triple: [Zenati Berber, hasSubgroup, Beni Iznassen Berber]
-
A.
Atufal
Atufal is a towering, imposing African slave in Herman Melville’s novella "Benito Cereno," whose silent presence and chains symbolize both resistance and the hidden tensions aboard the ship.
-
B.
Beni Isguen
Beni Isguen is a historic fortified town in Algeria renowned for its well-preserved traditional Mozabite architecture and strict social and religious customs.
-
C.
Beni Ensar
Beni Ensar is a coastal town in northeastern Morocco known for its port and proximity to the Spanish enclave of Melilla.
-
D.
Rasuil
Rasuil is an alternative name for Raguel, an archangel in various Jewish and Christian traditions often associated with justice, harmony, and fairness.
-
E.
Castera Bazile
Castera Bazile was a Haitian artist known for his religious murals and contributions to the visual arts of Haiti.
- 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: Beni Iznassen Berber Triple: [Zenati Berber, hasSubgroup, Beni Iznassen Berber]
Generated description
Beni Iznassen Berber are a Berber ethnic group from northeastern Morocco, traditionally speaking a Zenati Berber dialect and known for their distinct cultural and tribal identity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beni Iznassen Berber Target entity description: Beni Iznassen Berber are a Berber ethnic group from northeastern Morocco, traditionally speaking a Zenati Berber dialect and known for their distinct cultural and tribal identity.
-
A.
Atufal
Atufal is a towering, imposing African slave in Herman Melville’s novella "Benito Cereno," whose silent presence and chains symbolize both resistance and the hidden tensions aboard the ship.
-
B.
Beni Isguen
Beni Isguen is a historic fortified town in Algeria renowned for its well-preserved traditional Mozabite architecture and strict social and religious customs.
-
C.
Beni Ensar
Beni Ensar is a coastal town in northeastern Morocco known for its port and proximity to the Spanish enclave of Melilla.
-
D.
Rasuil
Rasuil is an alternative name for Raguel, an archangel in various Jewish and Christian traditions often associated with justice, harmony, and fairness.
-
E.
Castera Bazile
Castera Bazile was a Haitian artist known for his religious murals and contributions to the visual arts of Haiti.
- 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_69c687f71fc081909dbd45d6377f6045 |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6b0c4a8e48190aa3b2e41902d2f86 |
completed | March 27, 2026, 4:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6ef109f5c8190aa28b5d7aa192e6e |
completed | March 27, 2026, 8:56 p.m. |
| NEDg | Description generation | batch_69c6f0a498cc8190a0494082b91b012d |
completed | March 27, 2026, 9:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6f136ac648190b94a7cda43139fd0 |
completed | March 27, 2026, 9:05 p.m. |
Created at: March 27, 2026, 2:02 p.m.