Triple
T17066012
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nafusi Berber |
E414089
|
entity |
| Predicate | closelyRelatedTo |
P37
|
FINISHED |
| Object |
Zuwara Berber
Zuwara Berber is a Zenati Berber language variety spoken around the coastal town of Zuwara in western Libya.
|
E1250151
|
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: Zuwara Berber | Statement: [Nafusi Berber, closelyRelatedTo, Zuwara Berber]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zuwara Berber Context triple: [Nafusi Berber, closelyRelatedTo, Zuwara Berber]
-
A.
El Haouaria
El Haouaria is a coastal town in northeastern Tunisia known for its strategic location at the tip of the Cap Bon peninsula and its traditional falconry.
-
B.
El Hadaba
El Hadaba is the famous nickname of Egyptian singer Amr Diab, one of the Arab world's most successful and influential pop music stars.
-
C.
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.
-
D.
Tafraoute
Tafraoute is a small, picturesque town in southern Morocco known for its dramatic granite rock formations, traditional Berber culture, and location in the heart of the Anti-Atlas mountains.
-
E.
El Khabouzia
El Khabouzia is a town and commune located in Bouira Province in northern Algeria.
- 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: Zuwara Berber Triple: [Nafusi Berber, closelyRelatedTo, Zuwara Berber]
Generated description
Zuwara Berber is a Zenati Berber language variety spoken around the coastal town of Zuwara in western Libya.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zuwara Berber Target entity description: Zuwara Berber is a Zenati Berber language variety spoken around the coastal town of Zuwara in western Libya.
-
A.
El Haouaria
El Haouaria is a coastal town in northeastern Tunisia known for its strategic location at the tip of the Cap Bon peninsula and its traditional falconry.
-
B.
El Hadaba
El Hadaba is the famous nickname of Egyptian singer Amr Diab, one of the Arab world's most successful and influential pop music stars.
-
C.
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.
-
D.
Tafraoute
Tafraoute is a small, picturesque town in southern Morocco known for its dramatic granite rock formations, traditional Berber culture, and location in the heart of the Anti-Atlas mountains.
-
E.
El Khabouzia
El Khabouzia is a town and commune located in Bouira Province in northern Algeria.
- 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_69d886cde3d481908d4d01ba88ba7eb7 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3db8171348190ab68d2e4f05f7120 |
completed | April 18, 2026, 7:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a012eda04d08190b450fbfc6ccb9054 |
completed | May 11, 2026, 1:20 a.m. |
| NEDg | Description generation | batch_6a01306334088190b6199b9bdd728c3c |
completed | May 11, 2026, 1:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01343b21508190bd8dc59765ec7f78 |
completed | May 11, 2026, 1:43 a.m. |
Created at: April 10, 2026, 5:34 a.m.