Triple

T23346372
Position Surface form Disambiguated ID Type / Status
Subject People’s Action Party E591875 entity
Predicate founder P104 FINISHED
Object Ong Eng Guan
Ong Eng Guan was a pioneering Singaporean politician and early leader who played a key role in the country’s pre-independence politics and governance.
E1583993 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: Ong Eng Guan | Statement: [People’s Action Party, founder, Ong Eng Guan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ong Eng Guan
Context triple: [People’s Action Party, founder, Ong Eng Guan]
  • A. Toh Chin Chye
    Toh Chin Chye was a prominent Singaporean politician and founding member of the People’s Action Party who served as Deputy Prime Minister and played a key role in Singapore’s early nation-building.
  • B. Ngiam Tong Boon
    Ngiam Tong Boon was a renowned Singaporean bartender best known for creating the iconic Singapore Sling cocktail at Raffles Hotel.
  • C. Lim Chee Onn
    Lim Chee Onn is a Singaporean former politician and business leader who served as a Member of Parliament and held top roles in major government-linked companies.
  • D. 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.
  • E. Goh Soon Tioe
    Goh Soon Tioe was a pioneering Singaporean violinist, conductor, and music educator who played a key role in developing Singapore’s classical music scene in the mid-20th century.
  • 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: Ong Eng Guan
Triple: [People’s Action Party, founder, Ong Eng Guan]
Generated description
Ong Eng Guan was a pioneering Singaporean politician and early leader who played a key role in the country’s pre-independence politics and governance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ong Eng Guan
Target entity description: Ong Eng Guan was a pioneering Singaporean politician and early leader who played a key role in the country’s pre-independence politics and governance.
  • A. Toh Chin Chye
    Toh Chin Chye was a prominent Singaporean politician and founding member of the People’s Action Party who served as Deputy Prime Minister and played a key role in Singapore’s early nation-building.
  • B. Ngiam Tong Boon
    Ngiam Tong Boon was a renowned Singaporean bartender best known for creating the iconic Singapore Sling cocktail at Raffles Hotel.
  • C. Lim Chee Onn
    Lim Chee Onn is a Singaporean former politician and business leader who served as a Member of Parliament and held top roles in major government-linked companies.
  • D. 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.
  • E. Goh Soon Tioe
    Goh Soon Tioe was a pioneering Singaporean violinist, conductor, and music educator who played a key role in developing Singapore’s classical music scene in the mid-20th century.
  • 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_69e25d20e3d08190bcede87673cafb25 completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f19837874481908f1a530261a34819 completed April 29, 2026, 5:33 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c5dca8a488190b9b128e366234663 completed May 19, 2026, 12:55 p.m.
NEDg Description generation batch_6a0c61b4476481909ad7cea089084141 completed May 19, 2026, 1:12 p.m.
NED2 Entity disambiguation (via description) batch_6a0c620a75cc81908b6ded8fd02951e7 completed May 19, 2026, 1:13 p.m.
Created at: April 17, 2026, 5:19 p.m.