Triple
T9074374
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Adrar des Ifoghas |
E217447
|
entity |
| Predicate | culturalRegion |
P1968
|
FINISHED |
| Object |
Tuareg homeland
The Tuareg homeland is a vast Saharan region spanning parts of several North and West African countries, traditionally inhabited and traversed by the nomadic Tuareg people.
|
E776643
|
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: Tuareg homeland | Statement: [Adrar des Ifoghas, culturalRegion, Tuareg homeland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tuareg homeland Context triple: [Adrar des Ifoghas, culturalRegion, Tuareg homeland]
-
A.
Timbuktu Region
Timbuktu Region is a vast, sparsely populated administrative area in northern Mali that includes the historic city of Timbuktu and has been a focal point of conflict and counterinsurgency operations in the Sahel.
-
B.
M’zab region of Algeria
The M’zab region of Algeria is a historic Saharan oasis area known for its fortified Ibadi towns, distinctive vernacular architecture, and preservation of a unique Berber-Islamic cultural heritage.
-
C.
Ghadamès region
Ghadamès region is a historic area in western Libya centered around the ancient oasis town of Ghadamès, known for its distinctive Saharan architecture and long-standing role as a trans-Saharan trading hub.
-
D.
Chari-Baguirmi region
Chari-Baguirmi is an administrative region in southwestern Chad that includes parts of the traditional homeland of Sara-speaking communities.
-
E.
Spanish Sahara
Spanish Sahara was a former Spanish colonial territory in northwest Africa, encompassing the area of present-day Western Sahara.
- 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: Tuareg homeland Triple: [Adrar des Ifoghas, culturalRegion, Tuareg homeland]
Generated description
The Tuareg homeland is a vast Saharan region spanning parts of several North and West African countries, traditionally inhabited and traversed by the nomadic Tuareg people.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tuareg homeland Target entity description: The Tuareg homeland is a vast Saharan region spanning parts of several North and West African countries, traditionally inhabited and traversed by the nomadic Tuareg people.
-
A.
Timbuktu Region
Timbuktu Region is a vast, sparsely populated administrative area in northern Mali that includes the historic city of Timbuktu and has been a focal point of conflict and counterinsurgency operations in the Sahel.
-
B.
M’zab region of Algeria
The M’zab region of Algeria is a historic Saharan oasis area known for its fortified Ibadi towns, distinctive vernacular architecture, and preservation of a unique Berber-Islamic cultural heritage.
-
C.
Ghadamès region
Ghadamès region is a historic area in western Libya centered around the ancient oasis town of Ghadamès, known for its distinctive Saharan architecture and long-standing role as a trans-Saharan trading hub.
-
D.
Chari-Baguirmi region
Chari-Baguirmi is an administrative region in southwestern Chad that includes parts of the traditional homeland of Sara-speaking communities.
-
E.
Spanish Sahara
Spanish Sahara was a former Spanish colonial territory in northwest Africa, encompassing the area of present-day Western Sahara.
- 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_69ca83d6c14c8190bc056d927f00a2a2 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cc95c4026c8190b553aedb9f4beabb |
completed | April 1, 2026, 3:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cffdfe16c4819092c884bc3fe5daeb |
completed | April 3, 2026, 5:50 p.m. |
| NEDg | Description generation | batch_69d0013b50e081909595efe822bf5565 |
completed | April 3, 2026, 6:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d001f04db48190aaa1fb9efb36df2b |
completed | April 3, 2026, 6:07 p.m. |
Created at: March 30, 2026, 7:12 p.m.