Triple
T18205037
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | LayoutLM |
E435880
|
entity |
| Predicate | hasAuthor |
P4244
|
FINISHED |
| Object | Furu Wei |
—
|
NE NERFINISHED |
How this triple was built (3 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.
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 (2 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. |
Created at: April 10, 2026, 10:32 a.m.