Triple

T1145646
Position Surface form Disambiguated ID Type / Status
Subject Murad Bey E23557 entity
Predicate politicalAlignment P496 FINISHED
Object Mamluk oligarchy
The Mamluk oligarchy was a powerful military-based ruling elite in Egypt and surrounding regions, composed of former slave-soldiers who controlled political authority and economic resources through a tightly knit aristocratic hierarchy.
E49145 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: Mamluk oligarchy | Statement: [Murad Bey, politicalAlignment, Mamluk oligarchy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mamluk oligarchy
Context triple: [Murad Bey, politicalAlignment, Mamluk oligarchy]
  • A. Mamluk Sultanate
    The Mamluk Sultanate was a powerful medieval Islamic state centered in Egypt and Syria, ruled by a military caste of slave-soldiers who became sultans and played a key role in defending the Muslim world against the Crusaders and Mongols.
  • B. Mamluk dynasty of Delhi
    The Mamluk dynasty of Delhi was the first ruling house of the Delhi Sultanate, founded by former slave-soldiers and marking the beginning of Muslim rule in northern India in the 13th century.
  • C. Ayyubid dynasty
    The Ayyubid dynasty was a medieval Sunni Muslim ruling family of Kurdish origin that controlled Egypt, Syria, parts of Iraq, and the Arabian Peninsula, and is best known for the leadership of Saladin and its role in the Crusades.
  • D. Salian dynasty
    The Salian dynasty was a medieval German royal house that produced a line of Holy Roman Emperors who ruled much of Central Europe in the 11th and early 12th centuries.
  • E. Ottoman dynasty
    The Ottoman dynasty was the hereditary ruling family that led the Ottoman Empire for over six centuries, from its foundation in the late 13th century until its dissolution after World War I.
  • 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: Mamluk oligarchy
Triple: [Murad Bey, politicalAlignment, Mamluk oligarchy]
Generated description
The Mamluk oligarchy was a powerful military-based ruling elite in Egypt and surrounding regions, composed of former slave-soldiers who controlled political authority and economic resources through a tightly knit aristocratic hierarchy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mamluk oligarchy
Target entity description: The Mamluk oligarchy was a powerful military-based ruling elite in Egypt and surrounding regions, composed of former slave-soldiers who controlled political authority and economic resources through a tightly knit aristocratic hierarchy.
  • A. Mamluk Sultanate chosen
    The Mamluk Sultanate was a powerful medieval Islamic state centered in Egypt and Syria, ruled by a military caste of slave-soldiers who became sultans and played a key role in defending the Muslim world against the Crusaders and Mongols.
  • B. Mamluk dynasty of Delhi
    The Mamluk dynasty of Delhi was the first ruling house of the Delhi Sultanate, founded by former slave-soldiers and marking the beginning of Muslim rule in northern India in the 13th century.
  • C. Ayyubid dynasty
    The Ayyubid dynasty was a medieval Sunni Muslim ruling family of Kurdish origin that controlled Egypt, Syria, parts of Iraq, and the Arabian Peninsula, and is best known for the leadership of Saladin and its role in the Crusades.
  • D. Salian dynasty
    The Salian dynasty was a medieval German royal house that produced a line of Holy Roman Emperors who ruled much of Central Europe in the 11th and early 12th centuries.
  • E. Ottoman dynasty
    The Ottoman dynasty was the hereditary ruling family that led the Ottoman Empire for over six centuries, from its foundation in the late 13th century until its dissolution after World War I.
  • 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_69a493ef399c8190b04b9146d2314f59 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4bc51244c8190bcd533f3e80c8f17 completed March 1, 2026, 10:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac6677c7e48190ba8da088b78775a5 completed March 7, 2026, 5:55 p.m.
NEDg Description generation batch_69ac677c06348190ae4454297654aa13 completed March 7, 2026, 5:59 p.m.
NED2 Entity disambiguation (via description) batch_69ac67ca10908190b501d0cf8f21a97e completed March 7, 2026, 6 p.m.
Created at: March 1, 2026, 7:44 p.m.