Triple

T8850616
Position Surface form Disambiguated ID Type / Status
Subject Huang Chao Rebellion E210627 entity
Predicate significantEvent P259 FINISHED
Object sack of Luoyang
The sack of Luoyang was a devastating late 9th-century assault and looting of the Tang dynasty capital by rebel forces that marked a major step in the dynasty’s collapse.
E761291 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: sack of Luoyang | Statement: [Huang Chao Rebellion, significantEvent, sack of Luoyang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: sack of Luoyang
Context triple: [Huang Chao Rebellion, significantEvent, sack of Luoyang]
  • A. siege of Kaifeng
    The siege of Kaifeng was a pivotal 1126–1127 military campaign in which Jurchen Jin forces captured the Northern Song capital, leading to the Jingkang incident and the collapse of the Northern Song dynasty.
  • B. Siege of Ezhou
    The Siege of Ezhou was a pivotal Mongol assault on the Southern Song stronghold of Ezhou in the late 13th century, contributing significantly to the eventual collapse of the Song dynasty.
  • C. Uprising of the Five Barbarians
    The Uprising of the Five Barbarians was a series of early 4th-century rebellions by non-Han ethnic groups in northern China that devastated the Western Jin dynasty and led to the fragmentation of its rule.
  • D. Lüshun siege
    The Lüshun siege was a major land and naval battle of the Russo-Japanese War (1904–1905) in which Japanese forces besieged and captured the heavily fortified Russian naval base at Port Arthur.
  • E. Zhongyuan War
    The Zhongyuan War was a major 1930 Chinese civil conflict in which regional warlords challenged Chiang Kai-shek’s Nationalist government for control of central China.
  • 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: sack of Luoyang
Triple: [Huang Chao Rebellion, significantEvent, sack of Luoyang]
Generated description
The sack of Luoyang was a devastating late 9th-century assault and looting of the Tang dynasty capital by rebel forces that marked a major step in the dynasty’s collapse.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: sack of Luoyang
Target entity description: The sack of Luoyang was a devastating late 9th-century assault and looting of the Tang dynasty capital by rebel forces that marked a major step in the dynasty’s collapse.
  • A. siege of Kaifeng
    The siege of Kaifeng was a pivotal 1126–1127 military campaign in which Jurchen Jin forces captured the Northern Song capital, leading to the Jingkang incident and the collapse of the Northern Song dynasty.
  • B. Siege of Ezhou
    The Siege of Ezhou was a pivotal Mongol assault on the Southern Song stronghold of Ezhou in the late 13th century, contributing significantly to the eventual collapse of the Song dynasty.
  • C. Uprising of the Five Barbarians
    The Uprising of the Five Barbarians was a series of early 4th-century rebellions by non-Han ethnic groups in northern China that devastated the Western Jin dynasty and led to the fragmentation of its rule.
  • D. Lüshun siege
    The Lüshun siege was a major land and naval battle of the Russo-Japanese War (1904–1905) in which Japanese forces besieged and captured the heavily fortified Russian naval base at Port Arthur.
  • E. Zhongyuan War
    The Zhongyuan War was a major 1930 Chinese civil conflict in which regional warlords challenged Chiang Kai-shek’s Nationalist government for control of central China.
  • 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_69ca838a424c8190b1ecac115c2927e7 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc60c2300c819097b1ca6ebe2f749a completed April 1, 2026, 12:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69cf89cb853c8190a7664f2e7de0de87 completed April 3, 2026, 9:35 a.m.
NEDg Description generation batch_69cf8ab7da348190b423f0768fe9dc1a completed April 3, 2026, 9:39 a.m.
NED2 Entity disambiguation (via description) batch_69cf8bd252a4819098891bbb67baf897 completed April 3, 2026, 9:43 a.m.
Created at: March 30, 2026, 6:49 p.m.