Triple
T9548392
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toubou people |
E230353
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object |
Kawar oases
The Kawar oases are a chain of desert oasis settlements in northeastern Niger that historically served as a key Saharan caravan and salt-trade hub inhabited largely by Toubou communities.
|
E813694
|
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: Kawar oases | Statement: [Toubou people, region, Kawar oases]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kawar oases Context triple: [Toubou people, region, Kawar oases]
-
A.
Murzuq Oasis
Murzuq Oasis is a desert oasis settlement in southwestern Libya’s Fezzan region, historically serving as a key stop on trans-Saharan trade routes.
-
B.
Tabelbala oasis
Tabelbala oasis is a remote Saharan oasis settlement in southwestern Algeria known for its unique linguistic heritage and isolation.
-
C.
Ghat Oasis
Ghat Oasis is a desert oasis settlement in southwestern Libya’s Fezzan region, historically serving as a key stop on trans-Saharan trade routes.
-
D.
Panjdeh Oasis
Panjdeh Oasis is a historically significant oasis region in Central Asia, near the Afghan-Turkmen border, known as the site of a major 1885 confrontation between the Russian Empire and Afghanistan that heightened tensions with the British Empire.
-
E.
Awjila Oasis
Awjila Oasis is a remote desert settlement in eastern Libya known for its date palms, historic Berber-speaking community, and role as a traditional caravan stop in the Libyan Desert.
- 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: Kawar oases Triple: [Toubou people, region, Kawar oases]
Generated description
The Kawar oases are a chain of desert oasis settlements in northeastern Niger that historically served as a key Saharan caravan and salt-trade hub inhabited largely by Toubou communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kawar oases Target entity description: The Kawar oases are a chain of desert oasis settlements in northeastern Niger that historically served as a key Saharan caravan and salt-trade hub inhabited largely by Toubou communities.
-
A.
Murzuq Oasis
Murzuq Oasis is a desert oasis settlement in southwestern Libya’s Fezzan region, historically serving as a key stop on trans-Saharan trade routes.
-
B.
Tabelbala oasis
Tabelbala oasis is a remote Saharan oasis settlement in southwestern Algeria known for its unique linguistic heritage and isolation.
-
C.
Ghat Oasis
Ghat Oasis is a desert oasis settlement in southwestern Libya’s Fezzan region, historically serving as a key stop on trans-Saharan trade routes.
-
D.
Panjdeh Oasis
Panjdeh Oasis is a historically significant oasis region in Central Asia, near the Afghan-Turkmen border, known as the site of a major 1885 confrontation between the Russian Empire and Afghanistan that heightened tensions with the British Empire.
-
E.
Awjila Oasis
Awjila Oasis is a remote desert settlement in eastern Libya known for its date palms, historic Berber-speaking community, and role as a traditional caravan stop in the Libyan Desert.
- 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_69ca847c70b8819088a0a0bad64a50d6 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd99059138819088ae54b26df979cf |
completed | April 1, 2026, 10:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d189ebe80c819099602cc6dedd3769 |
completed | April 4, 2026, 10 p.m. |
| NEDg | Description generation | batch_69d18aa1e9a48190bf26da5482fd0770 |
completed | April 4, 2026, 10:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d18b6a2fb0819092ee274310721b50 |
completed | April 4, 2026, 10:06 p.m. |
Created at: March 30, 2026, 8:02 p.m.