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.