Triple

T2185612
Position Surface form Disambiguated ID Type / Status
Subject Mamluk Sultanate E49145 entity
Predicate rulingClass P9679 FINISHED
Object Mamluks
The Mamluks were a powerful military caste of slave-soldiers, largely of Turkic and Circassian origin, who rose to become the de facto rulers of Egypt and Syria in the medieval Islamic world.
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: Mamluks | Statement: [Mamluk Sultanate, rulingClass, Mamluks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mamluks
Context triple: [Mamluk Sultanate, rulingClass, Mamluks]
  • 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. 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.
  • C. 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.
  • D. Ikhshidid dynasty
    The Ikhshidid dynasty was a 10th-century Muslim dynasty of Turkic origin that ruled Egypt and parts of the Levant as semi-autonomous governors under the Abbasid Caliphate before being supplanted by the Fatimids.
  • E. Laskarid dynasty
    The Laskarid dynasty was a Byzantine Greek ruling family that governed the Empire of Nicaea in exile after the Fourth Crusade and helped preserve Byzantine statehood until the restoration of Constantinople.
  • 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: Mamluks
Triple: [Mamluk Sultanate, rulingClass, Mamluks]
Generated description
The Mamluks were a powerful military caste of slave-soldiers, largely of Turkic and Circassian origin, who rose to become the de facto rulers of Egypt and Syria in the medieval Islamic world.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mamluks
Target entity description: The Mamluks were a powerful military caste of slave-soldiers, largely of Turkic and Circassian origin, who rose to become the de facto rulers of Egypt and Syria in the medieval Islamic world.
  • 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. 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.
  • C. 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.
  • D. Ikhshidid dynasty
    The Ikhshidid dynasty was a 10th-century Muslim dynasty of Turkic origin that ruled Egypt and parts of the Levant as semi-autonomous governors under the Abbasid Caliphate before being supplanted by the Fatimids.
  • E. Laskarid dynasty
    The Laskarid dynasty was a Byzantine Greek ruling family that governed the Empire of Nicaea in exile after the Fourth Crusade and helped preserve Byzantine statehood until the restoration of Constantinople.
  • 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_69a88aa72d348190a9544bb5b8a4e71d completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abbf1009788190973cf94db68fbb6b completed March 7, 2026, 6 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae7ef6b5988190a50e7c807756347e completed March 9, 2026, 8:04 a.m.
NEDg Description generation batch_69ae80988bb88190a71f04377c166cee completed March 9, 2026, 8:11 a.m.
NED2 Entity disambiguation (via description) batch_69ae80f20f98819092d9254638ebeba4 completed March 9, 2026, 8:12 a.m.
Created at: March 4, 2026, 7:45 p.m.