Triple

T5191245
Position Surface form Disambiguated ID Type / Status
Subject Goryeo E117157 entity
Predicate conflict P12 FINISHED
Object Khitan invasions of Korea
The Khitan invasions of Korea were a series of 10th–11th century military campaigns by the Liao dynasty against the Goryeo kingdom, which reshaped regional power dynamics in Northeast Asia.
E501733 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: Khitan invasions of Korea | Statement: [Goryeo, conflict, Khitan invasions of Korea]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Khitan invasions of Korea
Context triple: [Goryeo, conflict, Khitan invasions of Korea]
  • A. Mongol invasion of the Korean Peninsula
    The Mongol invasion of the Korean Peninsula was a series of 13th-century military campaigns in which the Mongol Empire attacked and eventually subjugated the Goryeo kingdom, integrating it into the Mongol sphere of influence.
  • B. Manchu invasions
    The Manchu invasions were a series of 17th-century military campaigns by Manchu forces that weakened and ultimately helped topple China’s Ming dynasty, paving the way for the establishment of the Qing dynasty.
  • C. Japanese invasions of Korea (1592–1598)
    The Japanese invasions of Korea (1592–1598) were a pair of large-scale military campaigns in which Japan attempted to conquer the Korean Peninsula and use it as a route to invade Ming China, resulting in a protracted and devastating war involving Japan, Korea, and China.
  • D. Goguryeo–Tang Wars
    The Goguryeo–Tang Wars were a series of 7th-century military campaigns between the Korean kingdom of Goguryeo and China’s Tang dynasty that reshaped the balance of power in Northeast Asia.
  • E. Mongol invasions of Japan
    The Mongol invasions of Japan were two failed 13th-century military campaigns by the Mongol-led Yuan dynasty that were famously repelled in part by typhoons later termed "kamikaze" or divine winds.
  • 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: Khitan invasions of Korea
Triple: [Goryeo, conflict, Khitan invasions of Korea]
Generated description
The Khitan invasions of Korea were a series of 10th–11th century military campaigns by the Liao dynasty against the Goryeo kingdom, which reshaped regional power dynamics in Northeast Asia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Khitan invasions of Korea
Target entity description: The Khitan invasions of Korea were a series of 10th–11th century military campaigns by the Liao dynasty against the Goryeo kingdom, which reshaped regional power dynamics in Northeast Asia.
  • A. Mongol invasion of the Korean Peninsula
    The Mongol invasion of the Korean Peninsula was a series of 13th-century military campaigns in which the Mongol Empire attacked and eventually subjugated the Goryeo kingdom, integrating it into the Mongol sphere of influence.
  • B. Manchu invasions
    The Manchu invasions were a series of 17th-century military campaigns by Manchu forces that weakened and ultimately helped topple China’s Ming dynasty, paving the way for the establishment of the Qing dynasty.
  • C. Japanese invasions of Korea (1592–1598)
    The Japanese invasions of Korea (1592–1598) were a pair of large-scale military campaigns in which Japan attempted to conquer the Korean Peninsula and use it as a route to invade Ming China, resulting in a protracted and devastating war involving Japan, Korea, and China.
  • D. Goguryeo–Tang Wars
    The Goguryeo–Tang Wars were a series of 7th-century military campaigns between the Korean kingdom of Goguryeo and China’s Tang dynasty that reshaped the balance of power in Northeast Asia.
  • E. Mongol invasions of Japan
    The Mongol invasions of Japan were two failed 13th-century military campaigns by the Mongol-led Yuan dynasty that were famously repelled in part by typhoons later termed "kamikaze" or divine winds.
  • 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_69bd44620ff48190bcac01782107a397 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd79ed61c88190bda492f6489f44de completed March 20, 2026, 4:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69bee09146788190bfaac25a31e76ab5 completed March 21, 2026, 6:16 p.m.
NEDg Description generation batch_69bee2f57b588190a7c7f1e932281911 completed March 21, 2026, 6:27 p.m.
NED2 Entity disambiguation (via description) batch_69bee372a2948190abd3ca95c3c2f01b completed March 21, 2026, 6:29 p.m.
Created at: March 20, 2026, 1:46 p.m.