Triple

T7805224
Position Surface form Disambiguated ID Type / Status
Subject Mahathir Mohamad E180531 entity
Predicate spouse P13 FINISHED
Object Siti Hasmah Mohamad Ali
Siti Hasmah Mohamad Ali is a Malaysian doctor and former First Lady of Malaysia, known for her public health advocacy and as the wife of long-serving Prime Minister Mahathir Mohamad.
E694359 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: Siti Hasmah Mohamad Ali | Statement: [Mahathir Mohamad, spouse, Siti Hasmah Mohamad Ali]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Siti Hasmah Mohamad Ali
Context triple: [Mahathir Mohamad, spouse, Siti Hasmah Mohamad Ali]
  • A. Tuanku Najihah
    Tuanku Najihah was a Malaysian royal consort who served as Raja Permaisuri Agong (Queen) of Malaysia during the reign of her husband, Tuanku Ja’afar.
  • B. Puan Noor Aishah
    Puan Noor Aishah was the inaugural First Lady of Singapore and a prominent figure in the country’s early social and charitable initiatives.
  • C. Siti Hartinah
    Siti Hartinah, better known as Ibu Tien, was the influential First Lady of Indonesia during President Suharto’s long rule, noted for her role in social and cultural initiatives and her significant behind-the-scenes political influence.
  • D. Halimah Yacob
    Halimah Yacob is a Singaporean politician and lawyer who became the first female President of Singapore.
  • E. Suriani Abdullah
    Suriani Abdullah was a prominent Malaysian communist leader and revolutionary figure associated with the Malayan Communist Party’s anti-colonial struggle.
  • 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: Siti Hasmah Mohamad Ali
Triple: [Mahathir Mohamad, spouse, Siti Hasmah Mohamad Ali]
Generated description
Siti Hasmah Mohamad Ali is a Malaysian doctor and former First Lady of Malaysia, known for her public health advocacy and as the wife of long-serving Prime Minister Mahathir Mohamad.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Siti Hasmah Mohamad Ali
Target entity description: Siti Hasmah Mohamad Ali is a Malaysian doctor and former First Lady of Malaysia, known for her public health advocacy and as the wife of long-serving Prime Minister Mahathir Mohamad.
  • A. Tuanku Najihah
    Tuanku Najihah was a Malaysian royal consort who served as Raja Permaisuri Agong (Queen) of Malaysia during the reign of her husband, Tuanku Ja’afar.
  • B. Puan Noor Aishah
    Puan Noor Aishah was the inaugural First Lady of Singapore and a prominent figure in the country’s early social and charitable initiatives.
  • C. Siti Hartinah
    Siti Hartinah, better known as Ibu Tien, was the influential First Lady of Indonesia during President Suharto’s long rule, noted for her role in social and cultural initiatives and her significant behind-the-scenes political influence.
  • D. Halimah Yacob
    Halimah Yacob is a Singaporean politician and lawyer who became the first female President of Singapore.
  • E. Suriani Abdullah
    Suriani Abdullah was a prominent Malaysian communist leader and revolutionary figure associated with the Malayan Communist Party’s anti-colonial struggle.
  • 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_69ca827e50cc8190a92a733577184938 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69caf63838b88190a085756db9ca25c4 completed March 30, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69cb14439c8081908331caf450462a0e completed March 31, 2026, 12:24 a.m.
NEDg Description generation batch_69cb1638c9888190be533d55fd0b494f completed March 31, 2026, 12:32 a.m.
NED2 Entity disambiguation (via description) batch_69cb1a49beb4819090532acabb9391b1 completed March 31, 2026, 12:50 a.m.
Created at: March 30, 2026, 4:35 p.m.