Triple
T9074324
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Adrar des Ifoghas |
E217446
|
entity |
| Predicate | hasOasis |
P23481
|
FINISHED |
| Object |
Tessalit oasis
Tessalit oasis is a remote desert settlement in northern Mali, known as a key watering and stopover point in the Adrar des Ifoghas region of the Sahara.
|
E776637
|
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: Tessalit oasis | Statement: [Adrar des Ifoghas, hasOasis, Tessalit oasis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tessalit oasis Context triple: [Adrar des Ifoghas, hasOasis, Tessalit oasis]
-
A.
Ghadames Oasis
Ghadames Oasis is a historic desert oasis settlement in southwestern Libya, renowned for its ancient mud-brick architecture and role as a key stop on trans-Saharan caravan routes.
-
B.
Dakhla Oasis
Dakhla Oasis is a fertile, historically significant oasis in Egypt’s Western Desert known for its ancient settlements, archaeological sites, and date palm cultivation.
-
C.
Tafilalet Oasis
Tafilalet Oasis is a vast historic oasis region in southeastern Morocco, known as one of the world’s largest oasis complexes and a former center of trans-Saharan trade and early Moroccan dynasties.
-
D.
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.
-
E.
Tabelbala oasis
Tabelbala oasis is a remote Saharan oasis settlement in southwestern Algeria known for its unique linguistic heritage and isolation.
- 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: Tessalit oasis Triple: [Adrar des Ifoghas, hasOasis, Tessalit oasis]
Generated description
Tessalit oasis is a remote desert settlement in northern Mali, known as a key watering and stopover point in the Adrar des Ifoghas region of the Sahara.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tessalit oasis Target entity description: Tessalit oasis is a remote desert settlement in northern Mali, known as a key watering and stopover point in the Adrar des Ifoghas region of the Sahara.
-
A.
Ghadames Oasis
Ghadames Oasis is a historic desert oasis settlement in southwestern Libya, renowned for its ancient mud-brick architecture and role as a key stop on trans-Saharan caravan routes.
-
B.
Dakhla Oasis
Dakhla Oasis is a fertile, historically significant oasis in Egypt’s Western Desert known for its ancient settlements, archaeological sites, and date palm cultivation.
-
C.
Tafilalet Oasis
Tafilalet Oasis is a vast historic oasis region in southeastern Morocco, known as one of the world’s largest oasis complexes and a former center of trans-Saharan trade and early Moroccan dynasties.
-
D.
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.
-
E.
Tabelbala oasis
Tabelbala oasis is a remote Saharan oasis settlement in southwestern Algeria known for its unique linguistic heritage and isolation.
- 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.