Triple

T12944570
Position Surface form Disambiguated ID Type / Status
Subject Asian American Writers’ Workshop E309727 entity
Predicate foundedBy P104 FINISHED
Object Bobby Ong Hing
Bobby Ong Hing is the founder of the Asian American Writers’ Workshop, a prominent nonprofit organization dedicated to supporting and promoting Asian American literature and writers.
 E1011927 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: Bobby Ong Hing | Statement: [Asian American Writers’ Workshop, foundedBy, Bobby Ong Hing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bobby Ong Hing
Context triple: [Asian American Writers’ Workshop, foundedBy, Bobby Ong Hing]
  • A. Soo Beng Kiang
    Soo Beng Kiang is a former Malaysian badminton player best known as a top men's doubles specialist in the 1990s.
  • B. Soh Wooi Yik
    Soh Wooi Yik is a Malaysian professional badminton player, best known as a top men's doubles specialist on the international circuit.
  • C. Fong Lim
    Fong Lim is an electoral division in the Northern Territory of Australia, represented in the Northern Territory Legislative Assembly.
  • D. Chan Sek Keong
    Chan Sek Keong is a prominent Singaporean jurist who served as the country’s third Chief Justice and played a key role in shaping its modern legal system.
  • E. Chan Kee Siak
    Chan Kee Siak is a Malaysian tech entrepreneur best known as the founder and CEO of Exabytes, one of Southeast Asia’s leading web hosting and cloud service providers.
  • 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: Bobby Ong Hing
Triple: [Asian American Writers’ Workshop, foundedBy, Bobby Ong Hing]
Generated description
Bobby Ong Hing is the founder of the Asian American Writers’ Workshop, a prominent nonprofit organization dedicated to supporting and promoting Asian American literature and writers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bobby Ong Hing
Target entity description: Bobby Ong Hing is the founder of the Asian American Writers’ Workshop, a prominent nonprofit organization dedicated to supporting and promoting Asian American literature and writers.
  • A. Soo Beng Kiang
    Soo Beng Kiang is a former Malaysian badminton player best known as a top men's doubles specialist in the 1990s.
  • B. Soh Wooi Yik
    Soh Wooi Yik is a Malaysian professional badminton player, best known as a top men's doubles specialist on the international circuit.
  • C. Fong Lim
    Fong Lim is an electoral division in the Northern Territory of Australia, represented in the Northern Territory Legislative Assembly.
  • D. Chan Sek Keong
    Chan Sek Keong is a prominent Singaporean jurist who served as the country’s third Chief Justice and played a key role in shaping its modern legal system.
  • E. Chan Kee Siak
    Chan Kee Siak is a Malaysian tech entrepreneur best known as the founder and CEO of Exabytes, one of Southeast Asia’s leading web hosting and cloud service providers.
  • 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_69d7bdfb57a88190836b743e2825feca completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d97e1b3694819098527dcea3cfed93 completed April 10, 2026, 10:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6af73e6348190be114e8c5ad181bf completed May 3, 2026, 2:14 a.m.
NEDg Description generation batch_69f6b066f3888190b925e5a43be57965 completed May 3, 2026, 2:18 a.m.
NED2 Entity disambiguation (via description) batch_69f6b1a539148190be7a4f16f738ca90 completed May 3, 2026, 2:23 a.m.
Created at: April 9, 2026, 5:43 p.m.