Triple

T5904605
Position Surface form Disambiguated ID Type / Status
Subject Mamluk forces E131313 entity
Predicate composedOf P402 FINISHED
Object Turkic mamluks
Turkic mamluks were slave-soldier elites of Turkic origin who rose to become powerful military and political rulers in several medieval Islamic states, most notably in Egypt and the Levant.
E554716 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: Turkic mamluks | Statement: [Mamluk forces, composedOf, Turkic mamluks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Turkic mamluks
Context triple: [Mamluk forces, composedOf, Turkic mamluks]
  • A. Turkic dynasties
    Turkic dynasties are ruling families of Turkic origin that established and governed powerful states and empires across Eurasia and the Middle East over many centuries.
  • B. Aq Qoyunlu
    Aq Qoyunlu was a 15th-century Turkoman tribal confederation that ruled parts of Iran, Anatolia, and Mesopotamia before being supplanted by the Safavid Empire.
  • C. Seljuk
    Seljuk was the eponymous founder and leader of the Seljuk dynasty, a Turkic tribal chief whose descendants established a major medieval Islamic empire across the Middle East and Central Asia.
  • D. Khwarezmian
    Khwarezmian is an extinct Eastern Iranian language once spoken in the historical region of Khwarezm, in what is now parts of Uzbekistan and Turkmenistan.
  • E. Muradid dynasty
    The Muradid dynasty was an early modern ruling family that governed Tunis and its surrounding territories under nominal Ottoman suzerainty from the early 17th to early 18th 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: Turkic mamluks
Triple: [Mamluk forces, composedOf, Turkic mamluks]
Generated description
Turkic mamluks were slave-soldier elites of Turkic origin who rose to become powerful military and political rulers in several medieval Islamic states, most notably in Egypt and the Levant.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Turkic mamluks
Target entity description: Turkic mamluks were slave-soldier elites of Turkic origin who rose to become powerful military and political rulers in several medieval Islamic states, most notably in Egypt and the Levant.
  • A. Turkic dynasties
    Turkic dynasties are ruling families of Turkic origin that established and governed powerful states and empires across Eurasia and the Middle East over many centuries.
  • B. Aq Qoyunlu
    Aq Qoyunlu was a 15th-century Turkoman tribal confederation that ruled parts of Iran, Anatolia, and Mesopotamia before being supplanted by the Safavid Empire.
  • C. Seljuk
    Seljuk was the eponymous founder and leader of the Seljuk dynasty, a Turkic tribal chief whose descendants established a major medieval Islamic empire across the Middle East and Central Asia.
  • D. Khwarezmian
    Khwarezmian is an extinct Eastern Iranian language once spoken in the historical region of Khwarezm, in what is now parts of Uzbekistan and Turkmenistan.
  • E. Muradid dynasty
    The Muradid dynasty was an early modern ruling family that governed Tunis and its surrounding territories under nominal Ottoman suzerainty from the early 17th to early 18th 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_69c0085864a88190a569c05ff7d65f29 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c037395a7c8190a44197a5415101f6 completed March 22, 2026, 6:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0b166b0bc8190a201899cf45a9b31 completed March 23, 2026, 3:20 a.m.
NEDg Description generation batch_69c0b27438a08190ab6b72c8fd682bf6 completed March 23, 2026, 3:24 a.m.
NED2 Entity disambiguation (via description) batch_69c0b309a70081908ad3e819879b17e4 completed March 23, 2026, 3:27 a.m.
Created at: March 22, 2026, 3:59 p.m.