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.