Triple
T3479889
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Almoravid dynasty |
E73463
|
entity |
| Predicate | predecessor |
P97
|
FINISHED |
| Object |
Zenata petty kingdoms in Morocco
The Zenata petty kingdoms in Morocco were a collection of small Berber-ruled polities that dominated parts of Morocco before being unified and superseded by the Almoravid dynasty.
|
E360645
|
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: Zenata petty kingdoms in Morocco | Statement: [Almoravid dynasty, predecessor, Zenata petty kingdoms in Morocco]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zenata petty kingdoms in Morocco Context triple: [Almoravid dynasty, predecessor, Zenata petty kingdoms in Morocco]
-
A.
Southwestern Morocco
Southwestern Morocco is a mountainous region of Morocco that includes part of the High Atlas range and encompasses North Africa’s highest peak, Toubkal.
-
B.
Saadian Morocco
Saadian Morocco was a powerful North African sultanate of the 16th–17th centuries that expanded its influence through military campaigns and control of key trans-Saharan trade routes.
-
C.
southern Morocco
Southern Morocco is a largely arid, sparsely populated region of Morocco characterized by desert landscapes, oases, and the foothills of the Atlas mountain ranges.
-
D.
northern Morocco
Northern Morocco is a region of Morocco encompassing historic cities like Fez and characterized by Mediterranean coastline, Rif Mountains, and a rich blend of Arab, Berber, and Andalusian cultural influences.
-
E.
Moroccan Atlas system
The Moroccan Atlas system is a major mountain chain in Morocco comprising several ranges, including the Anti-Atlas, that shapes the country’s topography and climate.
- 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: Zenata petty kingdoms in Morocco Triple: [Almoravid dynasty, predecessor, Zenata petty kingdoms in Morocco]
Generated description
The Zenata petty kingdoms in Morocco were a collection of small Berber-ruled polities that dominated parts of Morocco before being unified and superseded by the Almoravid dynasty.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zenata petty kingdoms in Morocco Target entity description: The Zenata petty kingdoms in Morocco were a collection of small Berber-ruled polities that dominated parts of Morocco before being unified and superseded by the Almoravid dynasty.
-
A.
Southwestern Morocco
Southwestern Morocco is a mountainous region of Morocco that includes part of the High Atlas range and encompasses North Africa’s highest peak, Toubkal.
-
B.
Saadian Morocco
Saadian Morocco was a powerful North African sultanate of the 16th–17th centuries that expanded its influence through military campaigns and control of key trans-Saharan trade routes.
-
C.
southern Morocco
Southern Morocco is a largely arid, sparsely populated region of Morocco characterized by desert landscapes, oases, and the foothills of the Atlas mountain ranges.
-
D.
northern Morocco
Northern Morocco is a region of Morocco encompassing historic cities like Fez and characterized by Mediterranean coastline, Rif Mountains, and a rich blend of Arab, Berber, and Andalusian cultural influences.
-
E.
Moroccan Atlas system
The Moroccan Atlas system is a major mountain chain in Morocco comprising several ranges, including the Anti-Atlas, that shapes the country’s topography and climate.
- 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_69ad85b3c9b08190857cae74c7f36da9 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adbb7461708190898002fbd1191f34 |
completed | March 8, 2026, 6:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b3681b30b48190918d2821a8383229 |
completed | March 13, 2026, 1:27 a.m. |
| NEDg | Description generation | batch_69b368b597bc8190a51aba91164a8db8 |
completed | March 13, 2026, 1:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3696c41808190a30cb55b698da47b |
completed | March 13, 2026, 1:33 a.m. |
Created at: March 8, 2026, 3:17 p.m.