Triple

T16731470
Position Surface form Disambiguated ID Type / Status
Subject Siku Quanshu E406601 entity
Predicate associatedScholar P28365 FINISHED
Object Dai Zhen
Dai Zhen was an influential 18th-century Qing dynasty Confucian scholar and philosopher known for his rigorous evidential research and critiques of Song-Ming Neo-Confucianism.
 E1230226 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: Dai Zhen | Statement: [Siku Quanshu, associatedScholar, Dai Zhen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dai Zhen
Context triple: [Siku Quanshu, associatedScholar, Dai Zhen]
  • A. Wang Zhen
    Wang Zhen was a prominent Chinese Communist military commander and one of the founding Ten Marshals of the People’s Republic of China.
  • B. Wang Zhen
    Wang Zhen was a prominent Ming dynasty military commander known for his role in the frontier wars against Mongol forces.
  • C. Ding Shisun
    Ding Shisun was a prominent Chinese mathematician and reformist educator who served as president of Peking University and later as chairman of the China Democratic League.
  • D. Zhang Zai
    Zhang Zai was an influential 11th-century Neo-Confucian philosopher of the Song dynasty, known for his metaphysical ideas about qi and the moral nature of the universe.
  • E. Ding Guangen
    Ding Guangen was a senior Chinese Communist Party politician who served on the Politburo and headed the party’s Propaganda Department in the 1990s.
  • 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: Dai Zhen
Triple: [Siku Quanshu, associatedScholar, Dai Zhen]
Generated description
Dai Zhen was an influential 18th-century Qing dynasty Confucian scholar and philosopher known for his rigorous evidential research and critiques of Song-Ming Neo-Confucianism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dai Zhen
Target entity description: Dai Zhen was an influential 18th-century Qing dynasty Confucian scholar and philosopher known for his rigorous evidential research and critiques of Song-Ming Neo-Confucianism.
  • A. Wang Zhen
    Wang Zhen was a prominent Chinese Communist military commander and one of the founding Ten Marshals of the People’s Republic of China.
  • B. Wang Zhen
    Wang Zhen was a prominent Ming dynasty military commander known for his role in the frontier wars against Mongol forces.
  • C. Ding Shisun
    Ding Shisun was a prominent Chinese mathematician and reformist educator who served as president of Peking University and later as chairman of the China Democratic League.
  • D. Zhang Zai
    Zhang Zai was an influential 11th-century Neo-Confucian philosopher of the Song dynasty, known for his metaphysical ideas about qi and the moral nature of the universe.
  • E. Ding Guangen
    Ding Guangen was a senior Chinese Communist Party politician who served on the Politburo and headed the party’s Propaganda Department in the 1990s.
  • 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_69d8838f242881908abd8bc138795886 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e39c362bb88190921fab43d76c3ee8 completed April 18, 2026, 2:59 p.m.
NED1 Entity disambiguation (via context triple) batch_6a009d4a94688190aabe56c34e8cc2c3 completed May 10, 2026, 2:59 p.m.
NEDg Description generation batch_6a009dd925308190a82c6ef014b37333 completed May 10, 2026, 3:01 p.m.
NED2 Entity disambiguation (via description) batch_6a009e9b9874819084060408cdc44d0b completed May 10, 2026, 3:04 p.m.
Created at: April 10, 2026, 5:20 a.m.