Triple

T3510575
Position Surface form Disambiguated ID Type / Status
Subject Battle of the Kalka River E74184 entity
Predicate belligerent P375 FINISHED
Object Cuman Confederation
The Cuman Confederation was a medieval nomadic tribal union of Turkic-speaking Cumans that dominated the Eurasian steppe north of the Black Sea before being shattered by the Mongol invasions.
E363305 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: Cuman Confederation | Statement: [Battle of the Kalka River, belligerent, Cuman Confederation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cuman Confederation
Context triple: [Battle of the Kalka River, belligerent, Cuman Confederation]
  • A. Kwararafa confederacy
    The Kwararafa confederacy was a powerful precolonial multi-ethnic state in the central Nigerian Middle Belt, historically dominated by the Jukun people and known for its military campaigns against major West African kingdoms.
  • B. Marsic Confederation
    The Marsic Confederation was an alliance of Italian tribes that united to rebel against Rome during the Social War in a bid for political rights and independence.
  • C. Shunga Empire
    The Shunga Empire was an ancient Indian dynasty that succeeded the Maurya Empire and ruled much of northern and central India in the 2nd–1st centuries BCE.
  • D. Xelayan Union
    The Xelayan Union is a fictional interstellar polity from *The Orville*, home to the super-strong, high-gravity-dwelling Xelayan species.
  • E. Wukari Federation
    Wukari Federation is a historic Jukun traditional state in present-day Nigeria, known as a longstanding political and cultural center of the Jukun people.
  • 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: Cuman Confederation
Triple: [Battle of the Kalka River, belligerent, Cuman Confederation]
Generated description
The Cuman Confederation was a medieval nomadic tribal union of Turkic-speaking Cumans that dominated the Eurasian steppe north of the Black Sea before being shattered by the Mongol invasions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cuman Confederation
Target entity description: The Cuman Confederation was a medieval nomadic tribal union of Turkic-speaking Cumans that dominated the Eurasian steppe north of the Black Sea before being shattered by the Mongol invasions.
  • A. Kwararafa confederacy
    The Kwararafa confederacy was a powerful precolonial multi-ethnic state in the central Nigerian Middle Belt, historically dominated by the Jukun people and known for its military campaigns against major West African kingdoms.
  • B. Marsic Confederation
    The Marsic Confederation was an alliance of Italian tribes that united to rebel against Rome during the Social War in a bid for political rights and independence.
  • C. Shunga Empire
    The Shunga Empire was an ancient Indian dynasty that succeeded the Maurya Empire and ruled much of northern and central India in the 2nd–1st centuries BCE.
  • D. Xelayan Union
    The Xelayan Union is a fictional interstellar polity from *The Orville*, home to the super-strong, high-gravity-dwelling Xelayan species.
  • E. Wukari Federation
    Wukari Federation is a historic Jukun traditional state in present-day Nigeria, known as a longstanding political and cultural center of the Jukun people.
  • 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_69ad85ce7a9c81909ddc5cf0cb67a6e3 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbc0e1f0c8190b054d9fba16ce4b3 completed March 8, 2026, 6:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69b373e71ae8819096ea39955c92076a completed March 13, 2026, 2:18 a.m.
NEDg Description generation batch_69b374e50a088190ad4dc101efd68d54 completed March 13, 2026, 2:22 a.m.
NED2 Entity disambiguation (via description) batch_69b37544b04c819090e6f59babd8017e completed March 13, 2026, 2:24 a.m.
Created at: March 8, 2026, 3:19 p.m.