Triple

T8144449
Position Surface form Disambiguated ID Type / Status
Subject Banu Hilal E190172 entity
Predicate associatedWith P37 FINISHED
Object Zirid dynasty
The Zirid dynasty was a medieval Berber royal house that ruled parts of North Africa, particularly Ifriqiya (modern Tunisia and eastern Algeria), as vassals of the Fatimids before asserting their independence and later declining after Bedouin invasions.
E713090 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: Zirid dynasty | Statement: [Banu Hilal, associatedWith, Zirid dynasty]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zirid dynasty
Context triple: [Banu Hilal, associatedWith, Zirid dynasty]
  • A. Almoravid dynasty
    The Almoravid dynasty was a Berber Muslim imperial power that emerged in North Africa in the 11th century and expanded to rule a vast realm including parts of the Maghreb and Islamic Spain (al-Andalus).
  • B. Nasrid dynasty
    The Nasrid dynasty was the last Muslim ruling family in the Iberian Peninsula, renowned for its patronage of the Alhambra palace complex in Granada.
  • C. Almohad dynasty
    The Almohad dynasty was a powerful 12th–13th century Berber Muslim empire that ruled much of North Africa and the Iberian Peninsula, known for its religious reformism and monumental architecture.
  • D. Hafsid dynasty
    The Hafsid dynasty was a medieval Berber Muslim ruling house that governed Ifriqiya (roughly modern Tunisia and parts of Algeria and Libya) from the 13th to the 16th century, becoming a major political and commercial power in the central Maghreb.
  • E. Wattasid dynasty
    The Wattasid dynasty was a Berber royal house that ruled parts of Morocco in the 15th and 16th centuries, succeeding the Marinids and preceding the rise of the Saadian dynasty.
  • 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: Zirid dynasty
Triple: [Banu Hilal, associatedWith, Zirid dynasty]
Generated description
The Zirid dynasty was a medieval Berber royal house that ruled parts of North Africa, particularly Ifriqiya (modern Tunisia and eastern Algeria), as vassals of the Fatimids before asserting their independence and later declining after Bedouin invasions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zirid dynasty
Target entity description: The Zirid dynasty was a medieval Berber royal house that ruled parts of North Africa, particularly Ifriqiya (modern Tunisia and eastern Algeria), as vassals of the Fatimids before asserting their independence and later declining after Bedouin invasions.
  • A. Almoravid dynasty
    The Almoravid dynasty was a Berber Muslim imperial power that emerged in North Africa in the 11th century and expanded to rule a vast realm including parts of the Maghreb and Islamic Spain (al-Andalus).
  • B. Nasrid dynasty
    The Nasrid dynasty was the last Muslim ruling family in the Iberian Peninsula, renowned for its patronage of the Alhambra palace complex in Granada.
  • C. Almohad dynasty
    The Almohad dynasty was a powerful 12th–13th century Berber Muslim empire that ruled much of North Africa and the Iberian Peninsula, known for its religious reformism and monumental architecture.
  • D. Hafsid dynasty
    The Hafsid dynasty was a medieval Berber Muslim ruling house that governed Ifriqiya (roughly modern Tunisia and parts of Algeria and Libya) from the 13th to the 16th century, becoming a major political and commercial power in the central Maghreb.
  • E. Wattasid dynasty
    The Wattasid dynasty was a Berber royal house that ruled parts of Morocco in the 15th and 16th centuries, succeeding the Marinids and preceding the rise of the Saadian dynasty.
  • 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_69ca82bd9900819099477cdc2eb4244f completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb4445f1948190b8d319b60dd47f65 completed March 31, 2026, 3:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc94b0fc0481909a21f42364a92158 completed April 1, 2026, 3:44 a.m.
NEDg Description generation batch_69cc963fe2f8819098ad6a726e226189 completed April 1, 2026, 3:51 a.m.
NED2 Entity disambiguation (via description) batch_69cc977c9bf4819081c4df682e4cdf1e completed April 1, 2026, 3:56 a.m.
Created at: March 30, 2026, 5:36 p.m.