Triple
T22959117
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Siwi language |
E570843
|
entity |
| Predicate | closelyRelatedTo |
P37
|
FINISHED |
| Object |
Nafusi language
The Nafusi language is a Berber (Amazigh) language spoken primarily by the Nafusa people in the Nafusa Mountains of northwestern Libya.
|
E1563072
|
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: Nafusi language | Statement: [Siwi language, closelyRelatedTo, Nafusi language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nafusi language Context triple: [Siwi language, closelyRelatedTo, Nafusi language]
-
A.
Nafara language
The Nafara language is a Senufo language spoken in parts of West Africa, primarily by the Nafara people in Côte d’Ivoire.
-
B.
Naharra language
The Naharra language is a Bantu language variety belonging to the Makhuwa group, spoken by communities in northern Mozambique.
-
C.
Khufi language
The Khufi language is a lesser-known Eastern Iranian tongue spoken in the Pamir region of Tajikistan, closely related to other Pamir languages and used by a small mountain community.
-
D.
Nawdm language
The Nawdm language is a Gur language spoken primarily by the Nawda (Nawdm) people in parts of northern Togo and neighboring regions of West Africa.
-
E.
Khwarshi language
The Khwarshi language is a Northeast Caucasian (Nakh-Daghestanian) language spoken by a small ethnic group in Dagestan, Russia, known for its complex phonology and rich case system.
- 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: Nafusi language Triple: [Siwi language, closelyRelatedTo, Nafusi language]
Generated description
The Nafusi language is a Berber (Amazigh) language spoken primarily by the Nafusa people in the Nafusa Mountains of northwestern Libya.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nafusi language Target entity description: The Nafusi language is a Berber (Amazigh) language spoken primarily by the Nafusa people in the Nafusa Mountains of northwestern Libya.
-
A.
Nafara language
The Nafara language is a Senufo language spoken in parts of West Africa, primarily by the Nafara people in Côte d’Ivoire.
-
B.
Naharra language
The Naharra language is a Bantu language variety belonging to the Makhuwa group, spoken by communities in northern Mozambique.
-
C.
Khufi language
The Khufi language is a lesser-known Eastern Iranian tongue spoken in the Pamir region of Tajikistan, closely related to other Pamir languages and used by a small mountain community.
-
D.
Nawdm language
The Nawdm language is a Gur language spoken primarily by the Nawda (Nawdm) people in parts of northern Togo and neighboring regions of West Africa.
-
E.
Khwarshi language
The Khwarshi language is a Northeast Caucasian (Nakh-Daghestanian) language spoken by a small ethnic group in Dagestan, Russia, known for its complex phonology and rich case system.
- 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_69e245b212a88190b5259caf51606084 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f181f2ce9c8190977f146771816341 |
completed | April 29, 2026, 3:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0bca1dcb348190ae77148ac6c9ecff |
completed | May 19, 2026, 2:25 a.m. |
| NEDg | Description generation | batch_6a0bcaad8ba081908008b333976e5cfe |
completed | May 19, 2026, 2:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0bcb4df0308190824c0ad812daf361 |
completed | May 19, 2026, 2:30 a.m. |
Created at: April 17, 2026, 3:47 p.m.