Triple

T19693186
Position Surface form Disambiguated ID Type / Status
Subject Network-in-Network architecture E472886 entity
Predicate proposedBy P32 FINISHED
Object Qiang Chen
Qiang Chen is a computer vision and deep learning researcher known for co-authoring the influential Network-in-Network convolutional neural network architecture.
 E1425224 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: Qiang Chen | Statement: [Network-in-Network architecture, proposedBy, Qiang Chen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Qiang Chen
Context triple: [Network-in-Network architecture, proposedBy, Qiang Chen]
  • A. Sun Chen
    Sun Chen was a powerful and ultimately tyrannical regent of Eastern Wu during the Three Kingdoms period of China, whose rule ended in his execution after a failed attempt to consolidate power.
  • B. Chen Qian
    Chen Qian, better known as Emperor Wen of Chen, was a 6th-century ruler of the Chen dynasty in southern China noted for consolidating the state and promoting relative stability during a turbulent era.
  • C. Yao Chen
    Yao Chen is a prominent Chinese actress and philanthropist known for her influential social media presence and advocacy on social issues.
  • D. Chen Xu
    Chen Xu, better known as Emperor Xuan of Chen, was a 6th-century ruler of the Chen dynasty in southern China noted for consolidating imperial power during a period of political fragmentation.
  • E. Chen Han
    Chen Han is an actor known for appearing in the acclaimed family drama film "The Farewell."
  • 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: Qiang Chen
Triple: [Network-in-Network architecture, proposedBy, Qiang Chen]
Generated description
Qiang Chen is a computer vision and deep learning researcher known for co-authoring the influential Network-in-Network convolutional neural network architecture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Qiang Chen
Target entity description: Qiang Chen is a computer vision and deep learning researcher known for co-authoring the influential Network-in-Network convolutional neural network architecture.
  • A. Sun Chen
    Sun Chen was a powerful and ultimately tyrannical regent of Eastern Wu during the Three Kingdoms period of China, whose rule ended in his execution after a failed attempt to consolidate power.
  • B. Chen Qian
    Chen Qian, better known as Emperor Wen of Chen, was a 6th-century ruler of the Chen dynasty in southern China noted for consolidating the state and promoting relative stability during a turbulent era.
  • C. Yao Chen
    Yao Chen is a prominent Chinese actress and philanthropist known for her influential social media presence and advocacy on social issues.
  • D. Chen Xu
    Chen Xu, better known as Emperor Xuan of Chen, was a 6th-century ruler of the Chen dynasty in southern China noted for consolidating imperial power during a period of political fragmentation.
  • E. Chen Han
    Chen Han is an actor known for appearing in the acclaimed family drama film "The Farewell."
  • 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_69d8e515bef88190bc30781aea50537a completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e64211e5d481908358d922e0dca271 completed April 20, 2026, 3:11 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08693a75d08190b5e760695e35f19d completed May 16, 2026, 12:55 p.m.
NEDg Description generation batch_6a086a1483048190b1a5176d12ed1a98 completed May 16, 2026, 12:59 p.m.
NED2 Entity disambiguation (via description) batch_6a086b0e34ac8190b544b2a78f776d5d completed May 16, 2026, 1:03 p.m.
Created at: April 10, 2026, 1:46 p.m.