Triple
T3439442
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cumans |
E72529
|
entity |
| Predicate | relatedEthnicGroup |
P1969
|
FINISHED |
| Object |
Kipchaks
The Kipchaks were a medieval Turkic nomadic people who dominated the Eurasian steppe and played a major role in the politics and warfare of Eastern Europe and Central Asia.
|
E72529
|
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: Kipchaks | Statement: [Cumans, relatedEthnicGroup, Kipchaks]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kipchaks Context triple: [Cumans, relatedEthnicGroup, Kipchaks]
-
A.
Pechenegs
The Pechenegs were a semi-nomadic Turkic people of the medieval Eurasian steppe known for their cavalry warfare and significant role in the politics of Eastern Europe and the Byzantine frontier.
-
B.
Tatars
Tatars are a Turkic ethnic group historically centered in regions of Russia and Central Asia, known for their diverse subgroups, Islamic heritage, and significant cultural influence across the Eurasian steppe.
-
C.
Cumans
The Cumans were a nomadic Turkic people of the Eurasian steppe who played a significant role in medieval Eastern European politics and warfare before being largely displaced or assimilated following the Mongol expansion.
-
D.
Nogai Horde
The Nogai Horde was a confederation of Turkic-Mongol nomadic tribes that dominated the steppe north of the Black and Caspian Seas from the late Middle Ages into the early modern period.
-
E.
Cossacks
The Cossacks are a historically semi-nomadic, militaristic East Slavic people known for their autonomous communities and significant role in the military and frontier history of Russia and Ukraine.
- 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: Kipchaks Triple: [Cumans, relatedEthnicGroup, Kipchaks]
Generated description
The Kipchaks were a medieval Turkic nomadic people who dominated the Eurasian steppe and played a major role in the politics and warfare of Eastern Europe and Central Asia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kipchaks Target entity description: The Kipchaks were a medieval Turkic nomadic people who dominated the Eurasian steppe and played a major role in the politics and warfare of Eastern Europe and Central Asia.
-
A.
Pechenegs
The Pechenegs were a semi-nomadic Turkic people of the medieval Eurasian steppe known for their cavalry warfare and significant role in the politics of Eastern Europe and the Byzantine frontier.
-
B.
Tatars
Tatars are a Turkic ethnic group historically centered in regions of Russia and Central Asia, known for their diverse subgroups, Islamic heritage, and significant cultural influence across the Eurasian steppe.
-
C.
Cumans
chosen
The Cumans were a nomadic Turkic people of the Eurasian steppe who played a significant role in medieval Eastern European politics and warfare before being largely displaced or assimilated following the Mongol expansion.
-
D.
Nogai Horde
The Nogai Horde was a confederation of Turkic-Mongol nomadic tribes that dominated the steppe north of the Black and Caspian Seas from the late Middle Ages into the early modern period.
-
E.
Cossacks
The Cossacks are a historically semi-nomadic, militaristic East Slavic people known for their autonomous communities and significant role in the military and frontier history of Russia and Ukraine.
- 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_69ad85af50288190a854b76653deee6f |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb9f6de1481909b789f4b0e1113d3 |
completed | March 8, 2026, 6:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b367fa3bc48190a3ed0bb8a5d8e8b2 |
completed | March 13, 2026, 1:27 a.m. |
| NEDg | Description generation | batch_69b36855ea3c81908cd23ec0e454fbad |
completed | March 13, 2026, 1:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b368b79eb08190ba4b65213dd1650c |
completed | March 13, 2026, 1:30 a.m. |
Created at: March 8, 2026, 3:16 p.m.