Triple

T18572411
Position Surface form Disambiguated ID Type / Status
Subject Raffles Institution E453901 entity
Predicate hasAlumnus P51 FINISHED
Object S. Iswaran
S. Iswaran is a Singaporean politician who has served as a cabinet minister and Member of Parliament with the ruling People's Action Party.
E1336510 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: S. Iswaran | Statement: [Raffles Institution, hasAlumnus, S. Iswaran]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: S. Iswaran
Context triple: [Raffles Institution, hasAlumnus, S. Iswaran]
  • A. Sundaresh Menon
    Sundaresh Menon is a Singaporean jurist who serves as the country’s top judge and head of its judiciary.
  • B. N. S. Raghavan
    N. S. Raghavan is an Indian entrepreneur best known as one of the co-founders of the global IT services company Infosys.
  • C. M. Jegathesan
    M. Jegathesan is a former Malaysian sprinting champion and sports figure who notably served as a torch lighter at the 1998 Commonwealth Games.
  • D. Pulapre Balakrishnan
    Pulapre Balakrishnan is an Indian economist and academic known for his work on macroeconomic policy, growth, and development, and for his contributions to public discourse on the Indian economy.
  • E. Vinod Subramaniam
    Vinod Subramaniam is an Indian-born physicist and academic leader known for his research in biophysics and for serving in top administrative roles at Dutch universities.
  • 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: S. Iswaran
Triple: [Raffles Institution, hasAlumnus, S. Iswaran]
Generated description
S. Iswaran is a Singaporean politician who has served as a cabinet minister and Member of Parliament with the ruling People's Action Party.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: S. Iswaran
Target entity description: S. Iswaran is a Singaporean politician who has served as a cabinet minister and Member of Parliament with the ruling People's Action Party.
  • A. Sundaresh Menon
    Sundaresh Menon is a Singaporean jurist who serves as the country’s top judge and head of its judiciary.
  • B. N. S. Raghavan
    N. S. Raghavan is an Indian entrepreneur best known as one of the co-founders of the global IT services company Infosys.
  • C. M. Jegathesan
    M. Jegathesan is a former Malaysian sprinting champion and sports figure who notably served as a torch lighter at the 1998 Commonwealth Games.
  • D. Pulapre Balakrishnan
    Pulapre Balakrishnan is an Indian economist and academic known for his work on macroeconomic policy, growth, and development, and for his contributions to public discourse on the Indian economy.
  • E. Vinod Subramaniam
    Vinod Subramaniam is an Indian-born physicist and academic leader known for his research in biophysics and for serving in top administrative roles at Dutch universities.
  • 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_69d8d38974308190a9174430ef256b73 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e53b032488819098de683bb5c42c4b completed April 19, 2026, 8:28 p.m.
NED1 Entity disambiguation (via context triple) batch_6a05170d98a88190a048feff7f0bc7a4 completed May 14, 2026, 12:27 a.m.
NEDg Description generation batch_6a051ad23658819081f5169a0506fda6 completed May 14, 2026, 12:44 a.m.
NED2 Entity disambiguation (via description) batch_6a051b9a071c8190a0e92848a3596acd completed May 14, 2026, 12:47 a.m.
Created at: April 10, 2026, 11:43 a.m.