Triple

T1991061
Position Surface form Disambiguated ID Type / Status
Subject Safavid Empire E43251 entity
Predicate precededBy P97 FINISHED
Object 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.
E225074 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: Aq Qoyunlu | Statement: [Safavid Empire, precededBy, Aq Qoyunlu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aq Qoyunlu
Context triple: [Safavid Empire, precededBy, Aq Qoyunlu]
  • A. Nogai Horde
    The Nogai Horde was a confederation of Turkic-Mongol nomadic tribes that dominated the steppe north of the Black and Caspian Seas from the late Middle Ages into the early modern period.
  • B. Seljuk Sultanate of Rum
    The Seljuk Sultanate of Rum was a medieval Turko-Persian Sunni Muslim state in Anatolia that played a key role in the region’s political and cultural transformation before the rise of the Ottomans.
  • C. Chagatai Khanate
    The Chagatai Khanate was a Mongol and later Turkic-ruled khanate in Central Asia, formed from the lands of Genghis Khan’s son Chagatai and serving as a key successor state of the Mongol Empire.
  • D. Timurid dynasty
    The Timurid dynasty was a Turco-Mongol ruling family founded by Timur (Tamerlane) that established a major empire in Central Asia and Iran and later gave rise to the Mughal rulers of the Indian subcontinent.
  • E. Beylik of Karaman
    The Beylik of Karaman was a prominent 13th–15th century Turkish principality in Anatolia that became one of the main rivals of the early Ottoman state and a key center of Turkish political and cultural life after the decline of Seljuk power.
  • 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: Aq Qoyunlu
Triple: [Safavid Empire, precededBy, Aq Qoyunlu]
Generated description
Aq Qoyunlu was a 15th-century Turkoman tribal confederation that ruled parts of Iran, Anatolia, and Mesopotamia before being supplanted by the Safavid Empire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aq Qoyunlu
Target entity description: Aq Qoyunlu was a 15th-century Turkoman tribal confederation that ruled parts of Iran, Anatolia, and Mesopotamia before being supplanted by the Safavid Empire.
  • A. Nogai Horde
    The Nogai Horde was a confederation of Turkic-Mongol nomadic tribes that dominated the steppe north of the Black and Caspian Seas from the late Middle Ages into the early modern period.
  • B. Seljuk Sultanate of Rum
    The Seljuk Sultanate of Rum was a medieval Turko-Persian Sunni Muslim state in Anatolia that played a key role in the region’s political and cultural transformation before the rise of the Ottomans.
  • C. Chagatai Khanate
    The Chagatai Khanate was a Mongol and later Turkic-ruled khanate in Central Asia, formed from the lands of Genghis Khan’s son Chagatai and serving as a key successor state of the Mongol Empire.
  • D. Timurid dynasty
    The Timurid dynasty was a Turco-Mongol ruling family founded by Timur (Tamerlane) that established a major empire in Central Asia and Iran and later gave rise to the Mughal rulers of the Indian subcontinent.
  • E. Beylik of Karaman
    The Beylik of Karaman was a prominent 13th–15th century Turkish principality in Anatolia that became one of the main rivals of the early Ottoman state and a key center of Turkish political and cultural life after the decline of Seljuk power.
  • 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_69a88714cf2c819081644be450b8356e completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb8451fe8819093531052f4533c36 completed March 7, 2026, 5:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae0ad7c254819091159c5362e7a293 completed March 8, 2026, 11:48 p.m.
NEDg Description generation batch_69ae0b62dd048190acf6f9d76e5bfd47 completed March 8, 2026, 11:50 p.m.
NED2 Entity disambiguation (via description) batch_69ae0be695cc819093c237e19de9b731 completed March 8, 2026, 11:53 p.m.
Created at: March 4, 2026, 7:37 p.m.