Triple

T2659627
Position Surface form Disambiguated ID Type / Status
Subject Monetary Authority of Singapore E54694 entity
Predicate hasChairperson P10 FINISHED
Object Tharman Shanmugaratnam
Tharman Shanmugaratnam is a Singaporean economist and statesman who has held key leadership roles in government and international financial institutions, including serving as President of Singapore.
E285587 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: Tharman Shanmugaratnam | Statement: [Monetary Authority of Singapore, hasChairperson, Tharman Shanmugaratnam]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tharman Shanmugaratnam
Context triple: [Monetary Authority of Singapore, hasChairperson, Tharman Shanmugaratnam]
  • A. John J. Lee
    John J. Lee was a benefactor whose contributions to Yale University led to the university’s basketball arena being named in his honor.
  • B. Sirima Ratwatte Dias Bandaranaike
    Sirima Ratwatte Dias Bandaranaike, better known as Sirimavo Bandaranaike, was a Sri Lankan stateswoman who became the world’s first female prime minister and served three terms as the country’s head of government.
  • C. Molly Dunuwila Senanayake
    Molly Dunuwila Senanayake was a Sri Lankan woman best known as the mother of Dudley Senanayake, who served multiple terms as Prime Minister of Ceylon (now Sri Lanka).
  • D. Sir John Kotelawala
    Sir John Kotelawala was a Sri Lankan statesman and military officer who served as the country’s third Prime Minister in the 1950s.
  • E. Anura Bandaranaike
    Anura Bandaranaike was a prominent Sri Lankan politician and member of the influential Bandaranaike family, who held several key ministerial and parliamentary positions during his career.
  • 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: Tharman Shanmugaratnam
Triple: [Monetary Authority of Singapore, hasChairperson, Tharman Shanmugaratnam]
Generated description
Tharman Shanmugaratnam is a Singaporean economist and statesman who has held key leadership roles in government and international financial institutions, including serving as President of Singapore.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tharman Shanmugaratnam
Target entity description: Tharman Shanmugaratnam is a Singaporean economist and statesman who has held key leadership roles in government and international financial institutions, including serving as President of Singapore.
  • A. John J. Lee
    John J. Lee was a benefactor whose contributions to Yale University led to the university’s basketball arena being named in his honor.
  • B. Sirima Ratwatte Dias Bandaranaike
    Sirima Ratwatte Dias Bandaranaike, better known as Sirimavo Bandaranaike, was a Sri Lankan stateswoman who became the world’s first female prime minister and served three terms as the country’s head of government.
  • C. Molly Dunuwila Senanayake
    Molly Dunuwila Senanayake was a Sri Lankan woman best known as the mother of Dudley Senanayake, who served multiple terms as Prime Minister of Ceylon (now Sri Lanka).
  • D. Sir John Kotelawala
    Sir John Kotelawala was a Sri Lankan statesman and military officer who served as the country’s third Prime Minister in the 1950s.
  • E. Anura Bandaranaike
    Anura Bandaranaike was a prominent Sri Lankan politician and member of the influential Bandaranaike family, who held several key ministerial and parliamentary positions during his career.
  • 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_69ab49e028948190b97e01d73548b1d9 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd94f3b1881909bd36cfe61c254a5 completed March 7, 2026, 7:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69af98d765c48190a227137467b7dbe1 completed March 10, 2026, 4:06 a.m.
NEDg Description generation batch_69af9952a95881908d01aa13f5feef43 completed March 10, 2026, 4:08 a.m.
NED2 Entity disambiguation (via description) batch_69af99e68f10819094d758d3a4bc2e9c completed March 10, 2026, 4:11 a.m.
Created at: March 6, 2026, 9:53 p.m.