Triple

T16876536
Position Surface form Disambiguated ID Type / Status
Subject Rota–Baxter algebra E421312 entity
Predicate researchedBy P1945 FINISHED
Object Li Guo
Li Guo is a mathematician known for his significant contributions to the theory and applications of Rota–Baxter algebras.
 E1237913 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: Li Guo | Statement: [Rota–Baxter algebra, researchedBy, Li Guo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Li Guo
Context triple: [Rota–Baxter algebra, researchedBy, Li Guo]
  • A. Liu Huan
    Liu Huan is a renowned Chinese pop singer and music educator, widely recognized as one of China’s most influential contemporary vocalists.
  • B. Jay Chou
    Jay Chou is a Taiwanese singer-songwriter, producer, and actor widely regarded as a pioneer of Mandopop who blends Western and Chinese musical styles.
  • C. He Chao
    He Chao is a Chinese diver who has competed internationally, including at the Olympic Games and World Championships.
  • D. Guo Yi
    Guo Yi is a supporting character in the British thriller film "Dirty Pretty Things," depicted as an immigrant navigating the harsh realities of London's underground economy.
  • E. Liu Wei
    Liu Wei is a prominent Chinese basketball player and longtime point guard for the Shanghai Sharks who also represented China in multiple international competitions, including the Olympics.
  • 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: Li Guo
Triple: [Rota–Baxter algebra, researchedBy, Li Guo]
Generated description
Li Guo is a mathematician known for his significant contributions to the theory and applications of Rota–Baxter algebras.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Li Guo
Target entity description: Li Guo is a mathematician known for his significant contributions to the theory and applications of Rota–Baxter algebras.
  • A. Liu Huan
    Liu Huan is a renowned Chinese pop singer and music educator, widely recognized as one of China’s most influential contemporary vocalists.
  • B. Jay Chou
    Jay Chou is a Taiwanese singer-songwriter, producer, and actor widely regarded as a pioneer of Mandopop who blends Western and Chinese musical styles.
  • C. He Chao
    He Chao is a Chinese diver who has competed internationally, including at the Olympic Games and World Championships.
  • D. Guo Yi
    Guo Yi is a supporting character in the British thriller film "Dirty Pretty Things," depicted as an immigrant navigating the harsh realities of London's underground economy.
  • E. Liu Wei
    Liu Wei is a prominent Chinese basketball player and longtime point guard for the Shanghai Sharks who also represented China in multiple international competitions, including the Olympics.
  • 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_69d889d470fc8190b4aec199636c0c56 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e3b7f704a081909921d00b3c470472 completed April 18, 2026, 4:57 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00c2b4abd08190841c5bb0b0eaa177 completed May 10, 2026, 5:39 p.m.
NEDg Description generation batch_6a00c355f4108190a4209599bf5f50da completed May 10, 2026, 5:41 p.m.
NED2 Entity disambiguation (via description) batch_6a00c413314881909e308588af09ce2a completed May 10, 2026, 5:44 p.m.
Created at: April 10, 2026, 5:29 a.m.