Triple
T8600710
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tamasheq |
E203666
|
entity |
| Predicate | hasDialect |
P4251
|
FINISHED |
| Object |
Tahaggart
Tahaggart is a regional variety of the Tuareg Berber language Tamasheq, spoken by Tuareg communities in parts of the central Sahara.
|
E745911
|
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: Tahaggart | Statement: [Tamasheq, hasDialect, Tahaggart]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tahaggart Context triple: [Tamasheq, hasDialect, Tahaggart]
-
A.
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.
-
B.
El Mokrani
El Mokrani is a town and commune located within Bouira Province in northern Algeria.
-
C.
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.
-
D.
El Hajeb
El Hajeb is a town and provincial capital in northern Morocco, situated in the Fès-Meknès region.
-
E.
Téboursouk
Téboursouk is a town in northern Tunisia known as a gateway to the nearby ancient Roman ruins of Dougga.
- 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: Tahaggart Triple: [Tamasheq, hasDialect, Tahaggart]
Generated description
Tahaggart is a regional variety of the Tuareg Berber language Tamasheq, spoken by Tuareg communities in parts of the central Sahara.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tahaggart Target entity description: Tahaggart is a regional variety of the Tuareg Berber language Tamasheq, spoken by Tuareg communities in parts of the central Sahara.
-
A.
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.
-
B.
El Mokrani
El Mokrani is a town and commune located within Bouira Province in northern Algeria.
-
C.
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.
-
D.
El Hajeb
El Hajeb is a town and provincial capital in northern Morocco, situated in the Fès-Meknès region.
-
E.
Téboursouk
Téboursouk is a town in northern Tunisia known as a gateway to the nearby ancient Roman ruins of Dougga.
- 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_69ca832b56948190ba751cec255308f1 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cc46d8ff408190acc7cd8dc99b2689 |
completed | March 31, 2026, 10:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cea8e903d0819095bfa87b83c3599f |
completed | April 2, 2026, 5:35 p.m. |
| NEDg | Description generation | batch_69ceab40e6a88190bed8afb2262d72d8 |
completed | April 2, 2026, 5:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ceabaa18188190b8a6e3b1704e5c12 |
completed | April 2, 2026, 5:47 p.m. |
Created at: March 30, 2026, 6:24 p.m.