Triple

T8144450
Position Surface form Disambiguated ID Type / Status
Subject Banu Hilal E190172 entity
Predicate associatedWith P37 FINISHED
Object 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.
E715715 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: Hammadid dynasty | Statement: [Banu Hilal, associatedWith, Hammadid dynasty]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hammadid dynasty
Context triple: [Banu Hilal, associatedWith, Hammadid dynasty]
  • A. 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.
  • B. 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).
  • C. Alaouite dynasty
    The Alaouite dynasty is the ruling royal family of Morocco, which has governed the country since the 17th century and continues to do so today.
  • D. 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.
  • E. Aghlabid dynasty
    The Aghlabid dynasty was an Arab Muslim ruling family that governed Ifriqiya (roughly modern Tunisia and eastern Algeria) and launched the conquest of Sicily under nominal Abbasid authority in the 9th century.
  • 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: Hammadid dynasty
Triple: [Banu Hilal, associatedWith, Hammadid dynasty]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hammadid dynasty
Target entity description: 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.
  • A. 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.
  • B. 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).
  • C. Alaouite dynasty
    The Alaouite dynasty is the ruling royal family of Morocco, which has governed the country since the 17th century and continues to do so today.
  • D. 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.
  • E. Aghlabid dynasty
    The Aghlabid dynasty was an Arab Muslim ruling family that governed Ifriqiya (roughly modern Tunisia and eastern Algeria) and launched the conquest of Sicily under nominal Abbasid authority in the 9th century.
  • 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_69ccbedc48108190bcf98a82b9625250 completed April 1, 2026, 6:44 a.m.
NEDg Description generation batch_69ccc30f1fc48190991e0caa9ea6e735 completed April 1, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69ccd7eca618819081e0c5452c8b1960 completed April 1, 2026, 8:31 a.m.
Created at: March 30, 2026, 5:36 p.m.