Triple

T1603617
Position Surface form Disambiguated ID Type / Status
Subject Han dynasty E34448 entity
Predicate militaryConflict P12 FINISHED
Object Han–Xiongnu War
The Han–Xiongnu War was a protracted series of military campaigns in the 2nd–1st centuries BCE in which China’s Han dynasty sought to break the power of the nomadic Xiongnu confederation and secure its northern frontiers.
E181219 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: Han–Xiongnu War | Statement: [Han dynasty, militaryConflict, Han–Xiongnu War]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Han–Xiongnu War
Context triple: [Han dynasty, militaryConflict, Han–Xiongnu War]
  • A. Battle of Huachi
    The Battle of Huachi was a significant early 19th-century military engagement in present-day Ecuador during the struggle against Spanish colonial rule, remembered for a major royalist victory that temporarily stalled the independence movement.
  • B. Battle of Changde
    The Battle of Changde was a major World War II clash in 1943 between Chinese and Japanese forces in Hunan province, notable for intense urban combat, heavy casualties, and the use of chemical weapons by Japan.
  • C. Battle of Wendengli
    The Battle of Wendengli, better known as the Battle of Heartbreak Ridge, was a major and grueling Korean War engagement between United Nations and North Korean/Chinese forces in 1951.
  • D. Battle of Talas
    The Battle of Talas was an 8th-century clash between the Abbasid Caliphate and the Tang dynasty that marked the limit of Chinese expansion into Central Asia and is often noted for facilitating the westward transmission of papermaking technology.
  • E. Battle of Na San
    The Battle of Na San was a major 1952 French Union defensive victory in northwestern Vietnam, where a fortified airhead successfully repelled repeated Viet Minh assaults and influenced later strategies in the First Indochina War.
  • 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: Han–Xiongnu War
Triple: [Han dynasty, militaryConflict, Han–Xiongnu War]
Generated description
The Han–Xiongnu War was a protracted series of military campaigns in the 2nd–1st centuries BCE in which China’s Han dynasty sought to break the power of the nomadic Xiongnu confederation and secure its northern frontiers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Han–Xiongnu War
Target entity description: The Han–Xiongnu War was a protracted series of military campaigns in the 2nd–1st centuries BCE in which China’s Han dynasty sought to break the power of the nomadic Xiongnu confederation and secure its northern frontiers.
  • A. Battle of Huachi
    The Battle of Huachi was a significant early 19th-century military engagement in present-day Ecuador during the struggle against Spanish colonial rule, remembered for a major royalist victory that temporarily stalled the independence movement.
  • B. Battle of Changde
    The Battle of Changde was a major World War II clash in 1943 between Chinese and Japanese forces in Hunan province, notable for intense urban combat, heavy casualties, and the use of chemical weapons by Japan.
  • C. Battle of Wendengli
    The Battle of Wendengli, better known as the Battle of Heartbreak Ridge, was a major and grueling Korean War engagement between United Nations and North Korean/Chinese forces in 1951.
  • D. Battle of Talas
    The Battle of Talas was an 8th-century clash between the Abbasid Caliphate and the Tang dynasty that marked the limit of Chinese expansion into Central Asia and is often noted for facilitating the westward transmission of papermaking technology.
  • E. Battle of Na San
    The Battle of Na San was a major 1952 French Union defensive victory in northwestern Vietnam, where a fortified airhead successfully repelled repeated Viet Minh assaults and influenced later strategies in the First Indochina War.
  • 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_69a885fea6a481909fe83ba6441f1774 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a9094f96ec819090286c21b3dfddd5 completed March 5, 2026, 4:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad46ae8ef08190acf018f1db4bfa7c completed March 8, 2026, 9:51 a.m.
NEDg Description generation batch_69ad4827c51c8190b07f4e07ba710c9d completed March 8, 2026, 9:57 a.m.
NED2 Entity disambiguation (via description) batch_69ad487f5ce08190a72efddc64bd496c completed March 8, 2026, 9:59 a.m.
Created at: March 4, 2026, 7:28 p.m.