Triple

T6092803
Position Surface form Disambiguated ID Type / Status
Subject Johnson Shoyama Graduate School of Public Policy E135807 entity
Predicate namedAfter P63 FINISHED
Object Thomas Shoyama
Thomas Shoyama was a prominent Canadian public servant and policy expert, widely recognized as a key architect of modern Canadian social policy and public administration.
 E567918 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: Thomas Shoyama | Statement: [Johnson Shoyama Graduate School of Public Policy, namedAfter, Thomas Shoyama]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Thomas Shoyama
Context triple: [Johnson Shoyama Graduate School of Public Policy, namedAfter, Thomas Shoyama]
  • A. Frank Tuttle
    Frank Tuttle was a film editor known for his work on early 20th-century cinema, including the classic film "Shanghai Express."
  • B. Dan Boren
    Dan Boren is an American politician and former U.S. Representative from Oklahoma, known for his centrist Democratic positions and service in a prominent political family.
  • C. Kenneth Utt
    Kenneth Utt was an American film producer best known for his work on acclaimed films such as "The Silence of the Lambs."
  • D. Don Hastings
    Don Hastings is an American actor best known for his long-running role as Dr. Bob Hughes on the daytime soap opera "As the World Turns."
  • E. Jim Douglas
    Jim Douglas is an American Republican politician who served as the 80th Governor of Vermont from 2003 to 2011.
  • 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: Thomas Shoyama
Triple: [Johnson Shoyama Graduate School of Public Policy, namedAfter, Thomas Shoyama]
Generated description
Thomas Shoyama was a prominent Canadian public servant and policy expert, widely recognized as a key architect of modern Canadian social policy and public administration.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Thomas Shoyama
Target entity description: Thomas Shoyama was a prominent Canadian public servant and policy expert, widely recognized as a key architect of modern Canadian social policy and public administration.
  • A. Frank Tuttle
    Frank Tuttle was a film editor known for his work on early 20th-century cinema, including the classic film "Shanghai Express."
  • B. Dan Boren
    Dan Boren is an American politician and former U.S. Representative from Oklahoma, known for his centrist Democratic positions and service in a prominent political family.
  • C. Kenneth Utt
    Kenneth Utt was an American film producer best known for his work on acclaimed films such as "The Silence of the Lambs."
  • D. Don Hastings
    Don Hastings is an American actor best known for his long-running role as Dr. Bob Hughes on the daytime soap opera "As the World Turns."
  • E. Jim Douglas
    Jim Douglas is an American Republican politician who served as the 80th Governor of Vermont from 2003 to 2011.
  • 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_69c0087cd3c48190b459848c72d84eb1 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c057ac8c7481909fb22cf157be45ce completed March 22, 2026, 8:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69c125365a7481909e40d01c2d3590aa completed March 23, 2026, 11:34 a.m.
NEDg Description generation batch_69c125c1a230819095dd0a56309880eb completed March 23, 2026, 11:36 a.m.
NED2 Entity disambiguation (via description) batch_69c126c641448190a826c213e8ab05af completed March 23, 2026, 11:40 a.m.
Created at: March 22, 2026, 4:12 p.m.