Triple

T11914954
Position Surface form Disambiguated ID Type / Status
Subject Treaty with the Huns of 443 E283492 entity
Predicate civilizationInvolved P81592 FINISHED
Object Hunnic peoples
The Hunnic peoples were a confederation of nomadic warrior groups from the Eurasian steppes who played a major role in the destabilization of the late Roman Empire in the 4th and 5th centuries CE.
E959170 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: Hunnic peoples | Statement: [Treaty with the Huns of 443, civilizationInvolved, Hunnic peoples]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hunnic peoples
Context triple: [Treaty with the Huns of 443, civilizationInvolved, Hunnic peoples]
  • A. Scythians
    The Scythians were a group of ancient Iranian nomadic tribes famed for their skilled horsemanship, archery, and warrior culture, who dominated the Eurasian steppe from roughly the 9th to 2nd centuries BCE.
  • B. Onogurs
    The Onogurs were a confederation of early medieval Turkic-speaking nomadic tribes active in the Pontic–Caspian steppe, closely associated with the origins of the Bulgars.
  • C. Avars
    The Avars are a Northeast Caucasian ethnic group primarily inhabiting the mountainous regions of Dagestan and neighboring areas, known for their distinct language, traditional clan structures, and rich cultural heritage.
  • D. Avars
    The Avars were a powerful nomadic confederation of Eurasian steppe peoples who established a khaganate in Central and Eastern Europe during the early Middle Ages and frequently raided Byzantine territories.
  • E. Sarmatians
    The Sarmatians were an ancient confederation of Iranian-speaking nomadic tribes who dominated the Pontic–Caspian steppe and played a major role in the history of Eastern Europe from the Classical to the early medieval period.
  • 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: Hunnic peoples
Triple: [Treaty with the Huns of 443, civilizationInvolved, Hunnic peoples]
Generated description
The Hunnic peoples were a confederation of nomadic warrior groups from the Eurasian steppes who played a major role in the destabilization of the late Roman Empire in the 4th and 5th centuries CE.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hunnic peoples
Target entity description: The Hunnic peoples were a confederation of nomadic warrior groups from the Eurasian steppes who played a major role in the destabilization of the late Roman Empire in the 4th and 5th centuries CE.
  • A. Scythians
    The Scythians were a group of ancient Iranian nomadic tribes famed for their skilled horsemanship, archery, and warrior culture, who dominated the Eurasian steppe from roughly the 9th to 2nd centuries BCE.
  • B. Onogurs
    The Onogurs were a confederation of early medieval Turkic-speaking nomadic tribes active in the Pontic–Caspian steppe, closely associated with the origins of the Bulgars.
  • C. Avars
    The Avars are a Northeast Caucasian ethnic group primarily inhabiting the mountainous regions of Dagestan and neighboring areas, known for their distinct language, traditional clan structures, and rich cultural heritage.
  • D. Avars
    The Avars were a powerful nomadic confederation of Eurasian steppe peoples who established a khaganate in Central and Eastern Europe during the early Middle Ages and frequently raided Byzantine territories.
  • E. Sarmatians
    The Sarmatians were an ancient confederation of Iranian-speaking nomadic tribes who dominated the Pontic–Caspian steppe and played a major role in the history of Eastern Europe from the Classical to the early medieval period.
  • 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_69d6ab2c07e88190ba13b0d21fd6cf33 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8e52a2bc08190b80cc6ccf5779d7c completed April 10, 2026, 11:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69f48a61e120819089e44568ce7e99fe completed May 1, 2026, 11:11 a.m.
NEDg Description generation batch_69f48df7790c8190a8e79466f032e86d completed May 1, 2026, 11:26 a.m.
NED2 Entity disambiguation (via description) batch_69f490dfe4e4819092d7494ba9b807db completed May 1, 2026, 11:39 a.m.
Created at: April 8, 2026, 9:44 p.m.