Triple

T2004038
Position Surface form Disambiguated ID Type / Status
Subject Cheah Soon Kit E43536 entity
Predicate partneredWith P1136 FINISHED
Object Tan Kim Her
Tan Kim Her is a former Malaysian badminton doubles specialist who later became a prominent international doubles coach.
 E233273 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: Tan Kim Her | Statement: [Cheah Soon Kit, partneredWith, Tan Kim Her]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tan Kim Her
Context triple: [Cheah Soon Kit, partneredWith, Tan Kim Her]
  • A. Ong Boon Hua
    Ong Boon Hua, better known as Chin Peng, was the longtime leader of the Malayan Communist Party and a key figure in the Malayan Emergency against British colonial rule.
  • B. Tan Hooi Ling
    Tan Hooi Ling is a Malaysian entrepreneur best known as the co-founder of Grab, Southeast Asia’s leading super-app for ride-hailing, deliveries, and digital financial services.
  • C. Ken Seng
    Ken Seng is a cinematographer known for his visually distinctive work on films such as "Obsessed."
  • D. Htee Khee
    Htee Khee is a border town in Myanmar that serves as a key crossing and trade gateway with neighboring Thailand.
  • E. Cheah Soon Kit
    Cheah Soon Kit is a former Malaysian badminton player renowned for his achievements in men's doubles on the international stage.
  • 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: Tan Kim Her
Triple: [Cheah Soon Kit, partneredWith, Tan Kim Her]
Generated description
Tan Kim Her is a former Malaysian badminton doubles specialist who later became a prominent international doubles coach.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tan Kim Her
Target entity description: Tan Kim Her is a former Malaysian badminton doubles specialist who later became a prominent international doubles coach.
  • A. Ong Boon Hua
    Ong Boon Hua, better known as Chin Peng, was the longtime leader of the Malayan Communist Party and a key figure in the Malayan Emergency against British colonial rule.
  • B. Tan Hooi Ling
    Tan Hooi Ling is a Malaysian entrepreneur best known as the co-founder of Grab, Southeast Asia’s leading super-app for ride-hailing, deliveries, and digital financial services.
  • C. Ken Seng
    Ken Seng is a cinematographer known for his visually distinctive work on films such as "Obsessed."
  • D. Htee Khee
    Htee Khee is a border town in Myanmar that serves as a key crossing and trade gateway with neighboring Thailand.
  • E. Cheah Soon Kit
    Cheah Soon Kit is a former Malaysian badminton player renowned for his achievements in men's doubles on the international stage.
  • 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_69a88715dbbc8190b2299e29e955d997 completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb8833a54819096301f3ea29ff3a1 completed March 7, 2026, 5:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae3048a15881909db68dfe7dc7bcf0 completed March 9, 2026, 2:28 a.m.
NEDg Description generation batch_69ae30c7b2108190974bd010f6ab7a0e completed March 9, 2026, 2:30 a.m.
NED2 Entity disambiguation (via description) batch_69ae312b15cc8190a759cb26168303f8 completed March 9, 2026, 2:32 a.m.
Created at: March 4, 2026, 7:37 p.m.