Triple
T8314028
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muslim conquest of North Africa |
E194658
|
entity |
| Predicate | hasMainBelligerent |
P375
|
FINISHED |
| Object |
Berber kingdoms
The Berber kingdoms were a collection of indigenous North African polities ruled by Berber (Amazigh) dynasties that controlled large parts of the Maghreb before and during the early Islamic expansions.
|
E725518
|
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: Berber kingdoms | Statement: [Muslim conquest of North Africa, hasMainBelligerent, Berber kingdoms]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berber kingdoms Context triple: [Muslim conquest of North Africa, hasMainBelligerent, Berber kingdoms]
-
A.
Mauretania (ancient kingdom)
Mauretania was an ancient North African Berber kingdom located in what is now northern Morocco and western Algeria, later becoming a client state and then a province of the Roman Empire.
-
B.
Berbers
The Berbers, or Amazigh, are an indigenous ethnic group of North Africa with their own distinct languages and cultural traditions, predating Arab and Islamic influences in the region.
-
C.
Hadramite kingdom
The Hadramite kingdom was an ancient South Arabian state centered in the Hadramawt region of present-day Yemen, known for its role in the incense trade and its interactions with neighboring Arabian kingdoms.
-
D.
Mauretania Tingitana
Mauretania Tingitana was a Roman province in North Africa, centered around modern-day northern Morocco with its capital at Tingis (Tangier).
-
E.
Mauretania Caesariensis
Mauretania Caesariensis was a Roman imperial province in North Africa, centered around modern-day northern Algeria, known for its strategic Mediterranean coastline and role in the Roman frontier system.
- 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: Berber kingdoms Triple: [Muslim conquest of North Africa, hasMainBelligerent, Berber kingdoms]
Generated description
The Berber kingdoms were a collection of indigenous North African polities ruled by Berber (Amazigh) dynasties that controlled large parts of the Maghreb before and during the early Islamic expansions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berber kingdoms Target entity description: The Berber kingdoms were a collection of indigenous North African polities ruled by Berber (Amazigh) dynasties that controlled large parts of the Maghreb before and during the early Islamic expansions.
-
A.
Mauretania (ancient kingdom)
Mauretania was an ancient North African Berber kingdom located in what is now northern Morocco and western Algeria, later becoming a client state and then a province of the Roman Empire.
-
B.
Berbers
The Berbers, or Amazigh, are an indigenous ethnic group of North Africa with their own distinct languages and cultural traditions, predating Arab and Islamic influences in the region.
-
C.
Hadramite kingdom
The Hadramite kingdom was an ancient South Arabian state centered in the Hadramawt region of present-day Yemen, known for its role in the incense trade and its interactions with neighboring Arabian kingdoms.
-
D.
Mauretania Tingitana
Mauretania Tingitana was a Roman province in North Africa, centered around modern-day northern Morocco with its capital at Tingis (Tangier).
-
E.
Mauretania Caesariensis
Mauretania Caesariensis was a Roman imperial province in North Africa, centered around modern-day northern Algeria, known for its strategic Mediterranean coastline and role in the Roman frontier system.
- 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_69ca82e6e2648190a31eaf6f4f757b2a |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb7f52c5cc8190b5a95ee0aa4ddda5 |
completed | March 31, 2026, 8:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd957ac9788190b4253cca9b4b095d |
completed | April 1, 2026, 10 p.m. |
| NEDg | Description generation | batch_69cdab5d649c819098a7643d5a0b7827 |
completed | April 1, 2026, 11:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cdb2c2e2248190bf52466abaebfe29 |
completed | April 2, 2026, 12:05 a.m. |
Created at: March 30, 2026, 5:55 p.m.