Triple

T22118473
Position Surface form Disambiguated ID Type / Status
Subject Non-constituency Member of Parliament E546599 entity
Predicate notableHolder P1918 FINISHED
Object Sylvia Lim
Sylvia Lim is a prominent Singaporean opposition politician and lawyer who has served as chair of the Workers’ Party and as a long-time Member of Parliament.
E1519500 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: Sylvia Lim | Statement: [Non-constituency Member of Parliament, notableHolder, Sylvia Lim]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sylvia Lim
Context triple: [Non-constituency Member of Parliament, notableHolder, Sylvia Lim]
  • A. Adele Lim
    Adele Lim is a Malaysian-born American screenwriter and producer known for co-writing the hit film "Crazy Rich Asians" and championing Asian representation in Hollywood.
  • B. Eileen Loo
    Eileen Loo was the wife of renowned Chinese-American architect I. M. Pei and a supportive partner throughout his celebrated career.
  • C. Pauline Yeung
    Pauline Yeung is a Hong Kong actress and former beauty queen best known for her film and television roles in the late 1980s and early 1990s.
  • D. Fiona Tan
    Fiona Tan is a contemporary visual artist and filmmaker known for her poetic explorations of memory, identity, and the archival image.
  • E. Pauline Wong
    Pauline Wong is a Hong Kong actress best known for her roles in 1980s supernatural and horror-comedy films, particularly in the Mr. Vampire series.
  • 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: Sylvia Lim
Triple: [Non-constituency Member of Parliament, notableHolder, Sylvia Lim]
Generated description
Sylvia Lim is a prominent Singaporean opposition politician and lawyer who has served as chair of the Workers’ Party and as a long-time Member of Parliament.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sylvia Lim
Target entity description: Sylvia Lim is a prominent Singaporean opposition politician and lawyer who has served as chair of the Workers’ Party and as a long-time Member of Parliament.
  • A. Adele Lim
    Adele Lim is a Malaysian-born American screenwriter and producer known for co-writing the hit film "Crazy Rich Asians" and championing Asian representation in Hollywood.
  • B. Eileen Loo
    Eileen Loo was the wife of renowned Chinese-American architect I. M. Pei and a supportive partner throughout his celebrated career.
  • C. Pauline Yeung
    Pauline Yeung is a Hong Kong actress and former beauty queen best known for her film and television roles in the late 1980s and early 1990s.
  • D. Fiona Tan
    Fiona Tan is a contemporary visual artist and filmmaker known for her poetic explorations of memory, identity, and the archival image.
  • E. Pauline Wong
    Pauline Wong is a Hong Kong actress best known for her roles in 1980s supernatural and horror-comedy films, particularly in the Mr. Vampire series.
  • 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_69e11e38b3848190ac3a4fa97d56e65a completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f1294fcf2c81909b610e03a0f1921f completed April 28, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a8f1d3ba081909e9ba0fd165449a5 completed May 18, 2026, 4:01 a.m.
NEDg Description generation batch_6a0a910348ac81909a2b3f5662971e2e completed May 18, 2026, 4:09 a.m.
NED2 Entity disambiguation (via description) batch_6a0a91867738819092e49aa8a74cc20b completed May 18, 2026, 4:11 a.m.
Created at: April 16, 2026, 8:31 p.m.