Triple

T21837852
Position Surface form Disambiguated ID Type / Status
Subject Isa-Beg Ishaković E539166 entity
Predicate parent P120 FINISHED
Object Ishak-beg
Ishak-beg was an Ottoman military commander and provincial governor active in the Balkans during the early period of Ottoman expansion into Southeast Europe.
E1503984 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: Ishak-beg | Statement: [Isa-Beg Ishaković, parent, Ishak-beg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ishak-beg
Context triple: [Isa-Beg Ishaković, parent, Ishak-beg]
  • A. Qara Yusuf
    Qara Yusuf was a prominent 14th–15th century Turkoman ruler who expanded and consolidated the Qara Qoyunlu (Black Sheep Turkmen) confederation in parts of present-day Iran, Iraq, and the Caucasus.
  • B. Bairam Beg
    Bairam Beg, better known as Bairam Khan, was a prominent 16th-century Turkic military commander and statesman who served as regent and chief advisor to the Mughal emperor Akbar.
  • C. Qutlugh Tarkhan Agha
    Qutlugh Tarkhan Agha was a consort of the Timurid prince Umar Shaikh Mirza I and a member of the Timurid royal household in the 15th century.
  • D. Muhammad Shaybani
    Muhammad Shaybani was a prominent Uzbek military leader and khan who unified various Uzbek tribes and founded a powerful dynasty in Central Asia in the late 15th and early 16th centuries.
  • E. Berdi Beg
    Berdi Beg was a 14th-century ruler of the Golden Horde whose brief and turbulent reign contributed to the khanate’s political fragmentation and decline.
  • 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: Ishak-beg
Triple: [Isa-Beg Ishaković, parent, Ishak-beg]
Generated description
Ishak-beg was an Ottoman military commander and provincial governor active in the Balkans during the early period of Ottoman expansion into Southeast Europe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ishak-beg
Target entity description: Ishak-beg was an Ottoman military commander and provincial governor active in the Balkans during the early period of Ottoman expansion into Southeast Europe.
  • A. Qara Yusuf
    Qara Yusuf was a prominent 14th–15th century Turkoman ruler who expanded and consolidated the Qara Qoyunlu (Black Sheep Turkmen) confederation in parts of present-day Iran, Iraq, and the Caucasus.
  • B. Bairam Beg
    Bairam Beg, better known as Bairam Khan, was a prominent 16th-century Turkic military commander and statesman who served as regent and chief advisor to the Mughal emperor Akbar.
  • C. Qutlugh Tarkhan Agha
    Qutlugh Tarkhan Agha was a consort of the Timurid prince Umar Shaikh Mirza I and a member of the Timurid royal household in the 15th century.
  • D. Muhammad Shaybani
    Muhammad Shaybani was a prominent Uzbek military leader and khan who unified various Uzbek tribes and founded a powerful dynasty in Central Asia in the late 15th and early 16th centuries.
  • E. Berdi Beg
    Berdi Beg was a 14th-century ruler of the Golden Horde whose brief and turbulent reign contributed to the khanate’s political fragmentation and decline.
  • 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_69e0c475cda88190987d08f23caebdc1 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69f0a7a9a36881909eb917f12d061ba9 completed April 28, 2026, 12:27 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a45ef0edc819081b1dcd1225bd6d7 completed May 17, 2026, 10:49 p.m.
NEDg Description generation batch_6a0a470429148190ad08fd983d6288cc completed May 17, 2026, 10:53 p.m.
NED2 Entity disambiguation (via description) batch_6a0a47cca1c0819081d48d680f32f424 completed May 17, 2026, 10:57 p.m.
Created at: April 16, 2026, 6:55 p.m.