Triple

T18205037
Position Surface form Disambiguated ID Type / Status
Subject LayoutLM E435880 entity
Predicate hasAuthor P4244 FINISHED
Object Furu Wei
Furu Wei is a Chinese computer scientist and AI researcher known for his influential work in natural language processing and document understanding at Microsoft Research.
E1316462 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: Furu Wei | Statement: [LayoutLM, hasAuthor, Furu Wei]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Furu Wei
Context triple: [LayoutLM, hasAuthor, Furu Wei]
  • A. Youwei
    Youwei is the given name of Kang Youwei, a prominent late Qing dynasty Chinese scholar, political thinker, and reformer.
  • B. Ji Fa
    Ji Fa, better known as King Wu of Zhou, was the founding monarch of China’s Zhou dynasty who overthrew the Shang dynasty and established a new royal order.
  • C. Wu Mi
    Wu Mi was a prominent Chinese scholar and educator known for his contributions to comparative literature and his influential role in modern Chinese higher education.
  • D. Yuanfu
    Yuanfu was the courtesy name of Lin Zexu, the prominent Qing dynasty official known for his role in suppressing the opium trade and helping trigger the First Opium War.
  • E. Shuo Fu
    Shuo Fu is a chapter of the Daoist classic Liezi, traditionally attributed to the philosopher Lie Yukou and known for its collection of philosophical anecdotes and parables.
  • 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: Furu Wei
Triple: [LayoutLM, hasAuthor, Furu Wei]
Generated description
Furu Wei is a Chinese computer scientist and AI researcher known for his influential work in natural language processing and document understanding at Microsoft Research.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Furu Wei
Target entity description: Furu Wei is a Chinese computer scientist and AI researcher known for his influential work in natural language processing and document understanding at Microsoft Research.
  • A. Youwei
    Youwei is the given name of Kang Youwei, a prominent late Qing dynasty Chinese scholar, political thinker, and reformer.
  • B. Ji Fa
    Ji Fa, better known as King Wu of Zhou, was the founding monarch of China’s Zhou dynasty who overthrew the Shang dynasty and established a new royal order.
  • C. Wu Mi
    Wu Mi was a prominent Chinese scholar and educator known for his contributions to comparative literature and his influential role in modern Chinese higher education.
  • D. Yuanfu
    Yuanfu was the courtesy name of Lin Zexu, the prominent Qing dynasty official known for his role in suppressing the opium trade and helping trigger the First Opium War.
  • E. Shuo Fu
    Shuo Fu is a chapter of the Daoist classic Liezi, traditionally attributed to the philosopher Lie Yukou and known for its collection of philosophical anecdotes and parables.
  • 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_69d8b90dba6481908e119eb9aa4ca0cb completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4e222831081908f7d5500424e3acb completed April 19, 2026, 2:09 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03bb46f9048190b5d95b32e1a92703 completed May 12, 2026, 11:44 p.m.
NEDg Description generation batch_6a03bbe8e5148190ac3f0c247455cac0 completed May 12, 2026, 11:46 p.m.
NED2 Entity disambiguation (via description) batch_6a03bc66f81c8190bd47405d92e6547e completed May 12, 2026, 11:48 p.m.
Created at: April 10, 2026, 10:32 a.m.