Triple

T19789575
Position Surface form Disambiguated ID Type / Status
Subject Kumyks E475372 entity
Predicate historicalState P4711 FINISHED
Object Shamkhalate of Tarki
The Shamkhalate of Tarki was a medieval and early modern Kumyk-ruled polity in the northeastern Caucasus that played a key role in regional politics and trade along the Caspian Sea.
E1396218 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: Shamkhalate of Tarki | Statement: [Kumyks, historicalState, Shamkhalate of Tarki]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shamkhalate of Tarki
Context triple: [Kumyks, historicalState, Shamkhalate of Tarki]
  • A. Khanate of Kalat
    The Khanate of Kalat was a princely state in what is now Balochistan, Pakistan, ruled by hereditary khans and historically significant as a regional power and cultural center of the Baloch people.
  • B. Kasim Khanate
    The Kasim Khanate was a small Tatar vassal state of the Grand Duchy of Moscow and later Russia, centered on the town of Kasimov and inhabited by Muslim Tatars serving as allies and buffer against other steppe powers.
  • C. Quba Khanate
    The Quba Khanate was an 18th–19th century khanate in the eastern Caucasus, centered in what is now northeastern Azerbaijan, that played a key role in regional politics before being absorbed into the Russian Empire.
  • D. Ganja Khanate
    The Ganja Khanate was an 18th–19th century Persian-ruled khanate in the South Caucasus centered on the city of Ganja, in what is now western Azerbaijan.
  • E. Kokand Khanate
    The Kokand Khanate was an 18th–19th century Uzbek-ruled state in the Fergana Valley that became a major political and commercial center in Central Asia before its conquest by the Russian Empire.
  • 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: Shamkhalate of Tarki
Triple: [Kumyks, historicalState, Shamkhalate of Tarki]
Generated description
The Shamkhalate of Tarki was a medieval and early modern Kumyk-ruled polity in the northeastern Caucasus that played a key role in regional politics and trade along the Caspian Sea.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shamkhalate of Tarki
Target entity description: The Shamkhalate of Tarki was a medieval and early modern Kumyk-ruled polity in the northeastern Caucasus that played a key role in regional politics and trade along the Caspian Sea.
  • A. Khanate of Kalat
    The Khanate of Kalat was a princely state in what is now Balochistan, Pakistan, ruled by hereditary khans and historically significant as a regional power and cultural center of the Baloch people.
  • B. Kasim Khanate
    The Kasim Khanate was a small Tatar vassal state of the Grand Duchy of Moscow and later Russia, centered on the town of Kasimov and inhabited by Muslim Tatars serving as allies and buffer against other steppe powers.
  • C. Quba Khanate
    The Quba Khanate was an 18th–19th century khanate in the eastern Caucasus, centered in what is now northeastern Azerbaijan, that played a key role in regional politics before being absorbed into the Russian Empire.
  • D. Ganja Khanate
    The Ganja Khanate was an 18th–19th century Persian-ruled khanate in the South Caucasus centered on the city of Ganja, in what is now western Azerbaijan.
  • E. Kokand Khanate
    The Kokand Khanate was an 18th–19th century Uzbek-ruled state in the Fergana Valley that became a major political and commercial center in Central Asia before its conquest by the Russian Empire.
  • 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_69d8e51b014081908b263e167370529a completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6538ae5108190b80eb7de6f445f02 completed April 20, 2026, 4:25 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07c4fdbf4c8190a9177e87b65fc965 completed May 16, 2026, 1:14 a.m.
NEDg Description generation batch_6a07c90c07a48190b0f23597124b5017 completed May 16, 2026, 1:31 a.m.
NED2 Entity disambiguation (via description) batch_6a07c97b33b481909e9b45b37cfe87b3 completed May 16, 2026, 1:33 a.m.
Created at: April 10, 2026, 1:49 p.m.