Triple

T8130599
Position Surface form Disambiguated ID Type / Status
Subject Tunku Abdul Rahman E189842 entity
Predicate spouse P13 FINISHED
Object Bibi Chong
Bibi Chong was the first wife of Tunku Abdul Rahman, the founding Prime Minister of Malaysia.
E713932 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: Bibi Chong | Statement: [Tunku Abdul Rahman, spouse, Bibi Chong]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bibi Chong
Context triple: [Tunku Abdul Rahman, spouse, Bibi Chong]
  • A. Chipo Chung
    Chipo Chung is a Zimbabwean-born British actress and activist known for her work in film, television, and theatre, including roles in productions such as "Doctor Who" and "A.D. The Bible Continues."
  • B. Cheryl Song
    Cheryl Song is an American dancer and actress best known as a featured Soul Train dancer who also appeared in the 1988 action film "Action Jackson."
  • C. Vicky Chun
    Vicky Chun is a collegiate sports administrator best known for serving as the director of athletics at Yale University.
  • D. Lan Samantha Chang
    Lan Samantha Chang is an American novelist and short story writer known for her explorations of Chinese American identity and for serving as director of the Iowa Writers’ Workshop.
  • E. Mei Mei
    Mei Mei is a confident and ribbon-dancing panda who serves as a prominent new character and love interest in the animated film "Kung Fu Panda 3."
  • 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: Bibi Chong
Triple: [Tunku Abdul Rahman, spouse, Bibi Chong]
Generated description
Bibi Chong was the first wife of Tunku Abdul Rahman, the founding Prime Minister of Malaysia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bibi Chong
Target entity description: Bibi Chong was the first wife of Tunku Abdul Rahman, the founding Prime Minister of Malaysia.
  • A. Chipo Chung
    Chipo Chung is a Zimbabwean-born British actress and activist known for her work in film, television, and theatre, including roles in productions such as "Doctor Who" and "A.D. The Bible Continues."
  • B. Cheryl Song
    Cheryl Song is an American dancer and actress best known as a featured Soul Train dancer who also appeared in the 1988 action film "Action Jackson."
  • C. Vicky Chun
    Vicky Chun is a collegiate sports administrator best known for serving as the director of athletics at Yale University.
  • D. Lan Samantha Chang
    Lan Samantha Chang is an American novelist and short story writer known for her explorations of Chinese American identity and for serving as director of the Iowa Writers’ Workshop.
  • E. Mei Mei
    Mei Mei is a confident and ribbon-dancing panda who serves as a prominent new character and love interest in the animated film "Kung Fu Panda 3."
  • 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_69ca82bcb4848190a9a9d036ad768642 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb43b7dbd881908a80f23090596eae completed March 31, 2026, 3:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc947a7354819088c6f3cc6ab677cf completed April 1, 2026, 3:43 a.m.
NEDg Description generation batch_69cc95c0b19881908521cce5ac0fe197 completed April 1, 2026, 3:49 a.m.
NED2 Entity disambiguation (via description) batch_69cc970698f88190a0869515904e50e3 completed April 1, 2026, 3:54 a.m.
Created at: March 30, 2026, 5:34 p.m.