Triple

T21837852

Position	Surface form	Disambiguated ID	Type / Status
Subject	Isa-Beg Ishaković	`E539166`	entity
Predicate	parent	`P120`	FINISHED
Object	Ishak-beg	`—`	NE NERFINISHED

How this triple was built (3 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.

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 (2 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.

Created at: April 16, 2026, 6:55 p.m.