Triple

T1145711
Position Surface form Disambiguated ID Type / Status
Subject Mamluk rulers of Egypt E23559 entity
Predicate ethnicOrigin P194 FINISHED
Object Turkic peoples
Turkic peoples are a diverse group of ethnolinguistic communities spread across Eurasia who speak Turkic languages and share historical roots in the Central Asian steppes.
E132937 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 peoples | Statement: [Mamluk rulers of Egypt, ethnicOrigin, Turkic peoples]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Turkic peoples
Context triple: [Mamluk rulers of Egypt, ethnicOrigin, Turkic peoples]
  • A. Khorasani Turkic
    Khorasani Turkic is a Turkic language variety spoken primarily in northeastern Iran, especially in the Khorasan region, by Khorasani Turk communities.
  • B. Turkic world
    The Turkic world is a cultural and linguistic sphere encompassing the diverse peoples and countries united by Turkic languages, heritage, and historical ties across Eurasia.
  • C. Kipchak languages
    The Kipchak languages are a branch of the Turkic language family historically spoken by the Kipchak Turkic peoples across the Eurasian steppe, including groups such as the Crimean Tatars, Kazakhs, and Kyrgyz.
  • D. Altai people
    The Altai people are a Turkic ethnic group native to south-central Siberia, known for their traditional pastoralism, shamanistic and Orthodox Christian beliefs, and rich oral epic heritage.
  • E. Turkic languages
    The Turkic languages are a family of closely related languages spoken across a vast area from Eastern Europe and Anatolia through Central Asia to Siberia and Western China, including major languages such as Turkish, Azerbaijani, Uzbek, and Kazakh.
  • 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 peoples
Triple: [Mamluk rulers of Egypt, ethnicOrigin, Turkic peoples]
Generated description
Turkic peoples are a diverse group of ethnolinguistic communities spread across Eurasia who speak Turkic languages and share historical roots in the Central Asian steppes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Turkic peoples
Target entity description: Turkic peoples are a diverse group of ethnolinguistic communities spread across Eurasia who speak Turkic languages and share historical roots in the Central Asian steppes.
  • A. Khorasani Turkic
    Khorasani Turkic is a Turkic language variety spoken primarily in northeastern Iran, especially in the Khorasan region, by Khorasani Turk communities.
  • B. Turkic world
    The Turkic world is a cultural and linguistic sphere encompassing the diverse peoples and countries united by Turkic languages, heritage, and historical ties across Eurasia.
  • C. Kipchak languages
    The Kipchak languages are a branch of the Turkic language family historically spoken by the Kipchak Turkic peoples across the Eurasian steppe, including groups such as the Crimean Tatars, Kazakhs, and Kyrgyz.
  • D. Altai people
    The Altai people are a Turkic ethnic group native to south-central Siberia, known for their traditional pastoralism, shamanistic and Orthodox Christian beliefs, and rich oral epic heritage.
  • E. Turkic languages
    The Turkic languages are a family of closely related languages spoken across a vast area from Eastern Europe and Anatolia through Central Asia to Siberia and Western China, including major languages such as Turkish, Azerbaijani, Uzbek, and Kazakh.
  • 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_69a493ef399c8190b04b9146d2314f59 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4bc51244c8190bcd533f3e80c8f17 completed March 1, 2026, 10:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac6677c7e48190ba8da088b78775a5 completed March 7, 2026, 5:55 p.m.
NEDg Description generation batch_69ac677c06348190ae4454297654aa13 completed March 7, 2026, 5:59 p.m.
NED2 Entity disambiguation (via description) batch_69ac67ca10908190b501d0cf8f21a97e completed March 7, 2026, 6 p.m.
Created at: March 1, 2026, 7:44 p.m.