Triple
T14562169
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gao Kingdom |
E341693
|
entity |
| Predicate | tradedWith |
P2914
|
FINISHED |
| Object |
Sahara oases
The Sahara oases are fertile, water-rich enclaves scattered across the Sahara Desert that historically served as vital hubs for trade, agriculture, and caravan routes connecting sub-Saharan Africa with North Africa and beyond.
|
E1106680
|
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: Sahara oases | Statement: [Gao Kingdom, tradedWith, Sahara oases]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sahara oases Context triple: [Gao Kingdom, tradedWith, Sahara oases]
-
A.
Egyptian Western Desert oases
The Egyptian Western Desert oases are a chain of fertile, historically significant oasis depressions in Egypt’s Western Desert that have long served as vital hubs of settlement, agriculture, and caravan trade routes.
-
B.
Ziban oases
Ziban oases are a group of fertile desert oases in northeastern Algeria known for their date palm groves and historic role as a Saharan caravan stop.
-
C.
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.
-
D.
Siwa Oasis
Siwa Oasis is a remote, historically rich oasis in Egypt near the Libyan border, famed for its ancient Oracle of Amun, distinctive Berber culture, and dramatic desert landscapes.
-
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: Sahara oases Triple: [Gao Kingdom, tradedWith, Sahara oases]
Generated description
The Sahara oases are fertile, water-rich enclaves scattered across the Sahara Desert that historically served as vital hubs for trade, agriculture, and caravan routes connecting sub-Saharan Africa with North Africa and beyond.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sahara oases Target entity description: The Sahara oases are fertile, water-rich enclaves scattered across the Sahara Desert that historically served as vital hubs for trade, agriculture, and caravan routes connecting sub-Saharan Africa with North Africa and beyond.
-
A.
Egyptian Western Desert oases
The Egyptian Western Desert oases are a chain of fertile, historically significant oasis depressions in Egypt’s Western Desert that have long served as vital hubs of settlement, agriculture, and caravan trade routes.
-
B.
Ziban oases
Ziban oases are a group of fertile desert oases in northeastern Algeria known for their date palm groves and historic role as a Saharan caravan stop.
-
C.
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.
-
D.
Siwa Oasis
Siwa Oasis is a remote, historically rich oasis in Egypt near the Libyan border, famed for its ancient Oracle of Amun, distinctive Berber culture, and dramatic desert landscapes.
-
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_69d822dcc6248190bed689984bceb0e2 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb38afa8881909c9151b7620949ae |
completed | April 14, 2026, 9:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd8ac294748190a4bfeed8c5fd9e94 |
completed | May 8, 2026, 7:03 a.m. |
| NEDg | Description generation | batch_69fd8c3678048190a23b509e963c1ade |
completed | May 8, 2026, 7:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd8d609684819090a9c3f2304f4a6a |
completed | May 8, 2026, 7:14 a.m. |
Created at: April 10, 2026, 1:23 a.m.