Triple
T8370302
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bilma cross |
E197435
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object |
Kaouar region
The Kaouar region is a remote oasis belt in northeastern Niger, known for its string of desert settlements and historic role as a stop on trans-Saharan trade routes.
|
E734561
|
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: Kaouar region | Statement: [Bilma cross, region, Kaouar region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kaouar region Context triple: [Bilma cross, region, Kaouar region]
-
A.
Chenoua region
The Chenoua region is an area in northern Algeria known as the homeland of the Shenwa (Chenoua) Berber-speaking community.
-
B.
Oued Righ region
The Oued Righ region is an oasis-dotted area of the northern Sahara in eastern Algeria, known for its date palm groves and historic desert settlements such as Touggourt.
-
C.
Aurès region
The Aurès region is a mountainous area in northeastern Algeria, historically significant as a stronghold of Berber (Amazigh) culture and resistance and home to many Shawiya-speaking communities.
-
D.
Didouche Mourad District
Didouche Mourad District is an administrative district in northeastern Algeria, situated within Constantine Province and centered around the town of Didouche Mourad.
-
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: Kaouar region Triple: [Bilma cross, region, Kaouar region]
Generated description
The Kaouar region is a remote oasis belt in northeastern Niger, known for its string of desert settlements and historic role as a stop on trans-Saharan trade routes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kaouar region Target entity description: The Kaouar region is a remote oasis belt in northeastern Niger, known for its string of desert settlements and historic role as a stop on trans-Saharan trade routes.
-
A.
Chenoua region
The Chenoua region is an area in northern Algeria known as the homeland of the Shenwa (Chenoua) Berber-speaking community.
-
B.
Oued Righ region
The Oued Righ region is an oasis-dotted area of the northern Sahara in eastern Algeria, known for its date palm groves and historic desert settlements such as Touggourt.
-
C.
Aurès region
The Aurès region is a mountainous area in northeastern Algeria, historically significant as a stronghold of Berber (Amazigh) culture and resistance and home to many Shawiya-speaking communities.
-
D.
Didouche Mourad District
Didouche Mourad District is an administrative district in northeastern Algeria, situated within Constantine Province and centered around the town of Didouche Mourad.
-
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_69ca82f56730819080cec5d991c76f4c |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb80a400888190bef114052f3c4f76 |
completed | March 31, 2026, 8:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce1d0a3ba481909a8c247c4c476104 |
completed | April 2, 2026, 7:38 a.m. |
| NEDg | Description generation | batch_69ce1f3729e4819084600862b53c94a8 |
completed | April 2, 2026, 7:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce1fdde53c8190b356950f878b6b70 |
completed | April 2, 2026, 7:50 a.m. |
Created at: March 30, 2026, 6:01 p.m.