Triple
T14562261
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Askia dynasty |
E341695
|
entity |
| Predicate | significantEvent |
P259
|
FINISHED |
| Object |
Moroccan invasion of Songhai
The Moroccan invasion of Songhai was a late 16th-century military campaign in which Saadian Morocco used gunpowder-armed forces to conquer and ultimately dismantle the powerful Songhai Empire in West Africa.
|
E1106682
|
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: Moroccan invasion of Songhai | Statement: [Askia dynasty, significantEvent, Moroccan invasion of Songhai]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Moroccan invasion of Songhai Context triple: [Askia dynasty, significantEvent, Moroccan invasion of Songhai]
-
A.
War of Tétouan
The War of Tétouan was a mid-19th-century conflict between Spain and Morocco that led to a decisive Spanish victory and the occupation of the Moroccan city of Tétouan.
-
B.
Moroccan crusading campaign of 1578
The Moroccan crusading campaign of 1578 was King Sebastian I of Portugal’s ill-fated military expedition to Morocco that culminated in the disastrous Battle of Alcácer Quibir and precipitated the Portuguese succession crisis.
-
C.
Conquest of Ceuta
The Conquest of Ceuta was the 1415 Portuguese capture of the North African city of Ceuta, marking the beginning of Portugal’s overseas expansion and the wider European Age of Discovery.
-
D.
Battle of Timbuktu
The Battle of Timbuktu was a 2013 military engagement in northern Mali in which French and Malian forces recaptured the historic desert city from Islamist militants during the Northern Mali conflict.
-
E.
Battle of Gao
The Battle of Gao was a key 2013 conflict in the Northern Mali War in which Malian and French-led forces recaptured the strategic city of Gao from Islamist militants.
- 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: Moroccan invasion of Songhai Triple: [Askia dynasty, significantEvent, Moroccan invasion of Songhai]
Generated description
The Moroccan invasion of Songhai was a late 16th-century military campaign in which Saadian Morocco used gunpowder-armed forces to conquer and ultimately dismantle the powerful Songhai Empire in West Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Moroccan invasion of Songhai Target entity description: The Moroccan invasion of Songhai was a late 16th-century military campaign in which Saadian Morocco used gunpowder-armed forces to conquer and ultimately dismantle the powerful Songhai Empire in West Africa.
-
A.
War of Tétouan
The War of Tétouan was a mid-19th-century conflict between Spain and Morocco that led to a decisive Spanish victory and the occupation of the Moroccan city of Tétouan.
-
B.
Moroccan crusading campaign of 1578
The Moroccan crusading campaign of 1578 was King Sebastian I of Portugal’s ill-fated military expedition to Morocco that culminated in the disastrous Battle of Alcácer Quibir and precipitated the Portuguese succession crisis.
-
C.
Conquest of Ceuta
The Conquest of Ceuta was the 1415 Portuguese capture of the North African city of Ceuta, marking the beginning of Portugal’s overseas expansion and the wider European Age of Discovery.
-
D.
Battle of Timbuktu
The Battle of Timbuktu was a 2013 military engagement in northern Mali in which French and Malian forces recaptured the historic desert city from Islamist militants during the Northern Mali conflict.
-
E.
Battle of Gao
The Battle of Gao was a key 2013 conflict in the Northern Mali War in which Malian and French-led forces recaptured the strategic city of Gao from Islamist militants.
- 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.