Triple

T18106163
Position Surface form Disambiguated ID Type / Status
Subject Daniel Akaka E433348 entity
Predicate spouse P13 FINISHED
Object Mary Mildred Chong
Mary Mildred Chong was the wife of the late U.S. Senator Daniel Akaka of Hawaii.
 E1306400 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: Mary Mildred Chong | Statement: [Daniel Akaka, spouse, Mary Mildred Chong]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mary Mildred Chong
Context triple: [Daniel Akaka, spouse, Mary Mildred Chong]
  • A. Christine Chow Ma
    Christine Chow Ma is a Taiwanese educator and public figure who served as First Lady of the Republic of China (Taiwan) during the presidency of her husband, Ma Ying-jeou.
  • B. Margaret Chung
    Margaret Chung was a pioneering Chinese American physician and surgeon, widely regarded as the first Chinese American woman doctor in the United States and known for her influential role in supporting U.S. military personnel during World War II.
  • C. Pauline Wong
    Pauline Wong is a Hong Kong actress best known for her roles in 1980s supernatural and horror-comedy films, particularly in the Mr. Vampire series.
  • D. Fay Chang
    Fay Chang is a computer scientist known for co-authoring the influential Google Bigtable paper on large-scale distributed storage systems.
  • E. Hazel W.S. Wong
    Hazel W.S. Wong is an architect best known for designing the iconic Jumeirah Emirates Towers in Dubai.
  • 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: Mary Mildred Chong
Triple: [Daniel Akaka, spouse, Mary Mildred Chong]
Generated description
Mary Mildred Chong was the wife of the late U.S. Senator Daniel Akaka of Hawaii.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mary Mildred Chong
Target entity description: Mary Mildred Chong was the wife of the late U.S. Senator Daniel Akaka of Hawaii.
  • A. Christine Chow Ma
    Christine Chow Ma is a Taiwanese educator and public figure who served as First Lady of the Republic of China (Taiwan) during the presidency of her husband, Ma Ying-jeou.
  • B. Margaret Chung
    Margaret Chung was a pioneering Chinese American physician and surgeon, widely regarded as the first Chinese American woman doctor in the United States and known for her influential role in supporting U.S. military personnel during World War II.
  • C. Pauline Wong
    Pauline Wong is a Hong Kong actress best known for her roles in 1980s supernatural and horror-comedy films, particularly in the Mr. Vampire series.
  • D. Fay Chang
    Fay Chang is a computer scientist known for co-authoring the influential Google Bigtable paper on large-scale distributed storage systems.
  • E. Hazel W.S. Wong
    Hazel W.S. Wong is an architect best known for designing the iconic Jumeirah Emirates Towers in Dubai.
  • 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_69d8b90916008190a1f110bd7ced5473 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4ddba6b288190af9a5d9c32d16e98 completed April 19, 2026, 1:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a037c36eea4819089619fd895c05893 completed May 12, 2026, 7:15 p.m.
NEDg Description generation batch_6a037e2086708190af48c53800a729fd completed May 12, 2026, 7:23 p.m.
NED2 Entity disambiguation (via description) batch_6a037eba5fb88190b2c131260f28df84 completed May 12, 2026, 7:25 p.m.
Created at: April 10, 2026, 10:28 a.m.