Triple

T5973890
Position Surface form Disambiguated ID Type / Status
Subject Turkic peoples E132937 entity
Predicate hasEthnicSubgroup P14193 FINISHED
Object Karluks (historical grouping)
The Karluks were a prominent early medieval Turkic tribal confederation in Central Asia that played a key role in regional politics, trade, and the formation of later Turkic states.
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: Karluks (historical grouping) | Statement: [Turkic peoples, hasEthnicSubgroup, Karluks (historical grouping)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Karluks (historical grouping)
Context triple: [Turkic peoples, hasEthnicSubgroup, Karluks (historical grouping)]
  • A. Kipchak–Bulgar group
    The Kipchak–Bulgar group is a subgroup of the Turkic languages that combines features of both Kipchak and Bulgar linguistic traditions, exemplified by languages such as Mishar Tatar.
  • B. 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.
  • C. Turkic mamluks
    Turkic mamluks were slave-soldier elites of Turkic origin who rose to become powerful military and political rulers in several medieval Islamic states, most notably in Egypt and the Levant.
  • D. Tocharians
    The Tocharians were an ancient Indo-European people who inhabited the Tarim Basin in what is now Xinjiang, China, and are known from their distinctive Indo-European language and Buddhist cultural remains along the Silk Road.
  • E. Aimaq people
    The Aimaq people are a semi-nomadic Persian-speaking ethnic group of western and central Afghanistan, known for their tribal social structure and pastoral lifestyle.
  • 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: Karluks (historical grouping)
Triple: [Turkic peoples, hasEthnicSubgroup, Karluks (historical grouping)]
Generated description
The Karluks were a prominent early medieval Turkic tribal confederation in Central Asia that played a key role in regional politics, trade, and the formation of later Turkic states.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Karluks (historical grouping)
Target entity description: The Karluks were a prominent early medieval Turkic tribal confederation in Central Asia that played a key role in regional politics, trade, and the formation of later Turkic states.
  • A. Kipchak–Bulgar group
    The Kipchak–Bulgar group is a subgroup of the Turkic languages that combines features of both Kipchak and Bulgar linguistic traditions, exemplified by languages such as Mishar Tatar.
  • B. Turkic peoples chosen
    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.
  • C. Turkic mamluks
    Turkic mamluks were slave-soldier elites of Turkic origin who rose to become powerful military and political rulers in several medieval Islamic states, most notably in Egypt and the Levant.
  • D. Tocharians
    The Tocharians were an ancient Indo-European people who inhabited the Tarim Basin in what is now Xinjiang, China, and are known from their distinctive Indo-European language and Buddhist cultural remains along the Silk Road.
  • E. Aimaq people
    The Aimaq people are a semi-nomadic Persian-speaking ethnic group of western and central Afghanistan, known for their tribal social structure and pastoral lifestyle.
  • F. None of above.

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_69c0086deab081908550159ca23eec9b completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c04a01dd4081909097342afff31f9b completed March 22, 2026, 7:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0e41459c88190a9e0ee0321946e57 completed March 23, 2026, 6:56 a.m.
NEDg Description generation batch_69c0f70f5af08190a42233eaf6fbf736 completed March 23, 2026, 8:17 a.m.
NED2 Entity disambiguation (via description) batch_69c0f8c533f881908a4f7d84a7e8ee31 completed March 23, 2026, 8:24 a.m.
Created at: March 22, 2026, 4:03 p.m.