Triple

T17589342
Position Surface form Disambiguated ID Type / Status
Subject Kitab al-Ibar E428403 entity
Predicate subject P450 FINISHED
Object Berber dynasties
Berber dynasties were a series of powerful North African ruling houses of Amazigh origin—such as the Almoravids, Almohads, and Marinids—that controlled vast territories across the Maghreb and al-Andalus during the medieval period.
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 dynasties | Statement: [Kitab al-Ibar, subject, Berber dynasties]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Berber dynasties
Context triple: [Kitab al-Ibar, subject, Berber dynasties]
  • A. 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.
  • B. Mauretanian dynasty
    The Mauretanian dynasty was an ancient royal line that ruled the North African kingdom of Mauretania, known for its client-king relationships with Rome and its Berber heritage.
  • C. Afrighid dynasty
    The Afrighid dynasty was an early Iranian ruling house that governed the region of Khwarezm (in present-day Central Asia) from late antiquity into the early Islamic period.
  • D. Zayyanid dynasty
    The Zayyanid dynasty was a Berber royal house that ruled the Kingdom of Tlemcen in present-day Algeria from the 13th to the 16th century, often caught between the rival powers of the Marinids and Hafsids in North Africa.
  • E. Hammadid dynasty
    The Hammadid dynasty was a medieval Berber Muslim ruling house that governed parts of present-day Algeria from the 11th to 12th centuries, known for its fortified capital at Qalʿat Banī Ḥammād and its role in Maghrebi politics and culture.
  • 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 dynasties
Triple: [Kitab al-Ibar, subject, Berber dynasties]
Generated description
Berber dynasties were a series of powerful North African ruling houses of Amazigh origin—such as the Almoravids, Almohads, and Marinids—that controlled vast territories across the Maghreb and al-Andalus during the medieval period.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Berber dynasties
Target entity description: Berber dynasties were a series of powerful North African ruling houses of Amazigh origin—such as the Almoravids, Almohads, and Marinids—that controlled vast territories across the Maghreb and al-Andalus during the medieval period.
  • A. Berber kingdoms chosen
    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.
  • B. Mauretanian dynasty
    The Mauretanian dynasty was an ancient royal line that ruled the North African kingdom of Mauretania, known for its client-king relationships with Rome and its Berber heritage.
  • C. Afrighid dynasty
    The Afrighid dynasty was an early Iranian ruling house that governed the region of Khwarezm (in present-day Central Asia) from late antiquity into the early Islamic period.
  • D. Zayyanid dynasty
    The Zayyanid dynasty was a Berber royal house that ruled the Kingdom of Tlemcen in present-day Algeria from the 13th to the 16th century, often caught between the rival powers of the Marinids and Hafsids in North Africa.
  • E. Hammadid dynasty
    The Hammadid dynasty was a medieval Berber Muslim ruling house that governed parts of present-day Algeria from the 11th to 12th centuries, known for its fortified capital at Qalʿat Banī Ḥammād and its role in Maghrebi politics and culture.
  • F. None of above.

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_69d889e1030481909950e140c63255b9 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e469e62d5c81909134e30a6d0f2e20 completed April 19, 2026, 5:36 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01ddf59fd881909bb89d4e4d173094 completed May 11, 2026, 1:47 p.m.
NEDg Description generation batch_6a01e3373b408190a507a4aba1a74a8f completed May 11, 2026, 2:09 p.m.
NED2 Entity disambiguation (via description) batch_6a01e3b1bcb481908b43099705a728f3 completed May 11, 2026, 2:12 p.m.
Created at: April 10, 2026, 5:51 a.m.