Triple
T9074328
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Adrar des Ifoghas |
E217446
|
entity |
| Predicate | culturalRegion |
P1968
|
FINISHED |
| Object |
Azawad
Azawad is a sparsely populated, largely desert region in northern Mali known for its Tuareg population, historic trade routes, and recurring separatist movements.
|
E776638
|
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: Azawad | Statement: [Adrar des Ifoghas, culturalRegion, Azawad]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Azawad Context triple: [Adrar des Ifoghas, culturalRegion, Azawad]
-
A.
Obock Region
Obock Region is an administrative region in northeastern Djibouti, located along the Red Sea coast and known for its strategic maritime position.
-
B.
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.
-
C.
Fezzan
Fezzan is a sparsely populated desert region in southwestern Libya, historically significant as a trans-Saharan trade hub and home to several ancient oasis settlements.
-
D.
Dongolawi
Dongolawi is a Nubian language spoken primarily along the Nile in northern Sudan, known for its role in preserving the cultural and linguistic heritage of the Nubian people.
-
E.
Tadjourah Region
Tadjourah Region is an administrative region in western Djibouti known for its arid landscapes and for encompassing Lake Assal, one of the saltiest and lowest-lying lakes in the world.
- 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: Azawad Triple: [Adrar des Ifoghas, culturalRegion, Azawad]
Generated description
Azawad is a sparsely populated, largely desert region in northern Mali known for its Tuareg population, historic trade routes, and recurring separatist movements.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Azawad Target entity description: Azawad is a sparsely populated, largely desert region in northern Mali known for its Tuareg population, historic trade routes, and recurring separatist movements.
-
A.
Obock Region
Obock Region is an administrative region in northeastern Djibouti, located along the Red Sea coast and known for its strategic maritime position.
-
B.
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.
-
C.
Fezzan
Fezzan is a sparsely populated desert region in southwestern Libya, historically significant as a trans-Saharan trade hub and home to several ancient oasis settlements.
-
D.
Dongolawi
Dongolawi is a Nubian language spoken primarily along the Nile in northern Sudan, known for its role in preserving the cultural and linguistic heritage of the Nubian people.
-
E.
Tadjourah Region
Tadjourah Region is an administrative region in western Djibouti known for its arid landscapes and for encompassing Lake Assal, one of the saltiest and lowest-lying lakes in the world.
- 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.