Triple

T18205131
Position Surface form Disambiguated ID Type / Status
Subject Swin Transformer E435882 entity
Predicate coAuthor P398 FINISHED
Object Baining Guo
Baining Guo is a prominent computer scientist and researcher in computer graphics and computer vision, known for his influential work at Microsoft Research on topics such as neural rendering and visual computing.
E1350859 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: Baining Guo | Statement: [Swin Transformer, coAuthor, Baining Guo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Baining Guo
Context triple: [Swin Transformer, coAuthor, Baining Guo]
  • A. Guochuan Lai
    Guochuan Lai is a Chinese businessman best known for his ownership of English football club West Bromwich Albion.
  • B. Shaobo Qin
    Shaobo Qin is a Chinese acrobat and actor best known for playing the agile explosives expert Yen in the Ocean's film series.
  • C. Xing Li
    Xing Li is a computer networking expert known for co-authoring IETF standards, including RFC 6145 on IPv4/IPv6 translation mechanisms.
  • D. Xing Li
    Xing Li is the creator and original developer of FanFiction.net, one of the largest and earliest online archives for user-written fan fiction.
  • E. Gong Liu
    Gong Liu was an early Zhou dynasty leader credited with consolidating and expanding the Zhou clan, laying foundations for the later rise of the Zhou state in ancient China.
  • 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: Baining Guo
Triple: [Swin Transformer, coAuthor, Baining Guo]
Generated description
Baining Guo is a prominent computer scientist and researcher in computer graphics and computer vision, known for his influential work at Microsoft Research on topics such as neural rendering and visual computing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Baining Guo
Target entity description: Baining Guo is a prominent computer scientist and researcher in computer graphics and computer vision, known for his influential work at Microsoft Research on topics such as neural rendering and visual computing.
  • A. Guochuan Lai
    Guochuan Lai is a Chinese businessman best known for his ownership of English football club West Bromwich Albion.
  • B. Shaobo Qin
    Shaobo Qin is a Chinese acrobat and actor best known for playing the agile explosives expert Yen in the Ocean's film series.
  • C. Xing Li
    Xing Li is a computer networking expert known for co-authoring IETF standards, including RFC 6145 on IPv4/IPv6 translation mechanisms.
  • D. Xing Li
    Xing Li is the creator and original developer of FanFiction.net, one of the largest and earliest online archives for user-written fan fiction.
  • E. Gong Liu
    Gong Liu was an early Zhou dynasty leader credited with consolidating and expanding the Zhou clan, laying foundations for the later rise of the Zhou state in ancient China.
  • 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_6a059fa6434c8190b766e79a4165947c completed May 14, 2026, 10:10 a.m.
NEDg Description generation batch_6a05a161c8e88190a6f9c9abe3314487 completed May 14, 2026, 10:18 a.m.
NED2 Entity disambiguation (via description) batch_6a05a1cb500481908608daee7537dd0c completed May 14, 2026, 10:19 a.m.
Created at: April 10, 2026, 10:32 a.m.