Triple

T8850593
Position Surface form Disambiguated ID Type / Status
Subject Huang Chao Rebellion E210627 entity
Predicate mainBelligerent P375 FINISHED
Object Huang Chao
Huang Chao was a late Tang dynasty rebel leader who led a massive uprising that devastated the empire and hastened its collapse.
E761288 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: Huang Chao | Statement: [Huang Chao Rebellion, mainBelligerent, Huang Chao]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Huang Chao
Context triple: [Huang Chao Rebellion, mainBelligerent, Huang Chao]
  • A. Li Zicheng
    Li Zicheng was a rebel leader who overthrew the Ming dynasty in 1644 and briefly ruled China as the founder of the short-lived Shun dynasty.
  • B. Guangze Zunwang
    Guangze Zunwang is a revered Chinese folk deity, especially prominent in southern Fujian and Chaoshan regions, venerated as a powerful protector and patron of local communities and seafarers.
  • C. Zhang Shicheng
    Zhang Shicheng was a prominent 14th-century Chinese rebel warlord who rose to power during the late Yuan dynasty, briefly ruling a large territory in eastern China before being defeated by the Ming founder Zhu Yuanzhang.
  • D. Zhang Jue
    Zhang Jue was a Taoist healer and rebel leader who led the Yellow Turban Rebellion that helped trigger the collapse of the Eastern Han dynasty in China.
  • E. Zeng Chenggong
    Zeng Chenggong, better known in the West as Koxinga, was a 17th-century Ming loyalist military leader who expelled the Dutch from Taiwan and established a Chinese regime on the island.
  • 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: Huang Chao
Triple: [Huang Chao Rebellion, mainBelligerent, Huang Chao]
Generated description
Huang Chao was a late Tang dynasty rebel leader who led a massive uprising that devastated the empire and hastened its collapse.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Huang Chao
Target entity description: Huang Chao was a late Tang dynasty rebel leader who led a massive uprising that devastated the empire and hastened its collapse.
  • A. Li Zicheng
    Li Zicheng was a rebel leader who overthrew the Ming dynasty in 1644 and briefly ruled China as the founder of the short-lived Shun dynasty.
  • B. Guangze Zunwang
    Guangze Zunwang is a revered Chinese folk deity, especially prominent in southern Fujian and Chaoshan regions, venerated as a powerful protector and patron of local communities and seafarers.
  • C. Zhang Shicheng
    Zhang Shicheng was a prominent 14th-century Chinese rebel warlord who rose to power during the late Yuan dynasty, briefly ruling a large territory in eastern China before being defeated by the Ming founder Zhu Yuanzhang.
  • D. Zhang Jue
    Zhang Jue was a Taoist healer and rebel leader who led the Yellow Turban Rebellion that helped trigger the collapse of the Eastern Han dynasty in China.
  • E. Zeng Chenggong
    Zeng Chenggong, better known in the West as Koxinga, was a 17th-century Ming loyalist military leader who expelled the Dutch from Taiwan and established a Chinese regime on the island.
  • 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.