Triple

T10068351
Position Surface form Disambiguated ID Type / Status
Subject Robert N. Noyce Award E213154 entity
Predicate hasAwarded P2391 FINISHED
Object Chang-Gyu Hwang
Chang-Gyu Hwang is a South Korean business executive and technologist best known for his leadership roles at Samsung Electronics, particularly in advancing the semiconductor industry.
 E839048 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: Chang-Gyu Hwang | Statement: [Robert N. Noyce Award, hasAwarded, Chang-Gyu Hwang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chang-Gyu Hwang
Context triple: [Robert N. Noyce Award, hasAwarded, Chang-Gyu Hwang]
  • A. Euisun Chung
    Euisun Chung is a South Korean business executive who serves as the chairman of Hyundai Motor Group, overseeing the global automotive and mobility conglomerate’s strategic direction and innovation.
  • B. Soon-Tek Oh
    Soon-Tek Oh was a Korean-American actor known for his extensive work in film, television, and voice acting, including prominent roles in Hollywood productions.
  • C. Kwanghun Chung
    Kwanghun Chung is a neuroscientist and bioengineer known for pioneering advanced tissue-clearing and imaging techniques that enable high-resolution, three-dimensional visualization of biological tissues.
  • D. Kyoungwon Lim
    Kyoungwon Lim is a film producer best known for working on the animated feature "The Nut Job."
  • E. Yong-jun Jung
    Yong-jun Jung is a notable individual recognized for achievements significant enough to be distinctly associated with the surname Jung.
  • 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: Chang-Gyu Hwang
Triple: [Robert N. Noyce Award, hasAwarded, Chang-Gyu Hwang]
Generated description
Chang-Gyu Hwang is a South Korean business executive and technologist best known for his leadership roles at Samsung Electronics, particularly in advancing the semiconductor industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chang-Gyu Hwang
Target entity description: Chang-Gyu Hwang is a South Korean business executive and technologist best known for his leadership roles at Samsung Electronics, particularly in advancing the semiconductor industry.
  • A. Euisun Chung
    Euisun Chung is a South Korean business executive who serves as the chairman of Hyundai Motor Group, overseeing the global automotive and mobility conglomerate’s strategic direction and innovation.
  • B. Soon-Tek Oh
    Soon-Tek Oh was a Korean-American actor known for his extensive work in film, television, and voice acting, including prominent roles in Hollywood productions.
  • C. Kwanghun Chung
    Kwanghun Chung is a neuroscientist and bioengineer known for pioneering advanced tissue-clearing and imaging techniques that enable high-resolution, three-dimensional visualization of biological tissues.
  • D. Kyoungwon Lim
    Kyoungwon Lim is a film producer best known for working on the animated feature "The Nut Job."
  • E. Yong-jun Jung
    Yong-jun Jung is a notable individual recognized for achievements significant enough to be distinctly associated with the surname Jung.
  • 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_69ca83977128819084084eb7d1d8c52a completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cdcff798bc8190a84af7bedea66f0a completed April 2, 2026, 2:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69d29a96fc888190aec7cd364a0d7fb1 completed April 5, 2026, 5:23 p.m.
NEDg Description generation batch_69d29b985e308190a6ec3966e02f429c completed April 5, 2026, 5:27 p.m.
NED2 Entity disambiguation (via description) batch_69d29c5f64c881909aa3d093422fe475 completed April 5, 2026, 5:31 p.m.
Created at: March 30, 2026, 8:58 p.m.