Triple
T8600674
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tamahaq |
E203665
|
entity |
| Predicate | hasDialect |
P4251
|
FINISHED |
| Object |
Ahaggar Tamahaq
Ahaggar Tamahaq is a regional variety of the Tuareg Berber language traditionally spoken by Tuareg communities in Algeria’s Ahaggar (Hoggar) region.
|
E758793
|
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: Ahaggar Tamahaq | Statement: [Tamahaq, hasDialect, Ahaggar Tamahaq]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ahaggar Tamahaq Context triple: [Tamahaq, hasDialect, Ahaggar Tamahaq]
-
A.
Tibesti Mountains
The Tibesti Mountains are a remote volcanic mountain range in the central Sahara, spanning northern Chad and southern Libya and known for their high peaks, rugged terrain, and association with the Tebu people.
-
B.
Gilf Kebir plateau
The Gilf Kebir plateau is a remote, rugged sandstone plateau in the southwestern Egyptian Sahara, famed for its dramatic cliffs, prehistoric rock art, and role as a setting in desert exploration history.
-
C.
Gebel el-Silsila
Gebel el-Silsila is an ancient Egyptian sandstone quarry and ritual landscape along the Nile, renowned for supplying stone for major temples and featuring numerous rock-cut shrines and inscriptions.
-
D.
Gebelawi
Gebelawi is a central, godlike patriarchal figure in Naguib Mahfouz’s novel "Children of Gebelawi," around whom the allegorical family saga and its themes of authority and rebellion revolve.
-
E.
Sirwa Massif
Sirwa Massif is a volcanic mountain range in southern Morocco that forms a rugged highland transition zone between the High Atlas and the Anti-Atlas.
- 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: Ahaggar Tamahaq Triple: [Tamahaq, hasDialect, Ahaggar Tamahaq]
Generated description
Ahaggar Tamahaq is a regional variety of the Tuareg Berber language traditionally spoken by Tuareg communities in Algeria’s Ahaggar (Hoggar) region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ahaggar Tamahaq Target entity description: Ahaggar Tamahaq is a regional variety of the Tuareg Berber language traditionally spoken by Tuareg communities in Algeria’s Ahaggar (Hoggar) region.
-
A.
Tibesti Mountains
The Tibesti Mountains are a remote volcanic mountain range in the central Sahara, spanning northern Chad and southern Libya and known for their high peaks, rugged terrain, and association with the Tebu people.
-
B.
Gilf Kebir plateau
The Gilf Kebir plateau is a remote, rugged sandstone plateau in the southwestern Egyptian Sahara, famed for its dramatic cliffs, prehistoric rock art, and role as a setting in desert exploration history.
-
C.
Gebel el-Silsila
Gebel el-Silsila is an ancient Egyptian sandstone quarry and ritual landscape along the Nile, renowned for supplying stone for major temples and featuring numerous rock-cut shrines and inscriptions.
-
D.
Gebelawi
Gebelawi is a central, godlike patriarchal figure in Naguib Mahfouz’s novel "Children of Gebelawi," around whom the allegorical family saga and its themes of authority and rebellion revolve.
-
E.
Sirwa Massif
Sirwa Massif is a volcanic mountain range in southern Morocco that forms a rugged highland transition zone between the High Atlas and the Anti-Atlas.
- 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_69cf6eb505e08190af7403d488736719 |
completed | April 3, 2026, 7:39 a.m. |
| NEDg | Description generation | batch_69cf708dbd54819099efa4b5729d6298 |
completed | April 3, 2026, 7:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf714f22c48190a192c6fc32debfd6 |
completed | April 3, 2026, 7:50 a.m. |
Created at: March 30, 2026, 6:24 p.m.