Triple
T8411185
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tuanku Abdul Rahman of Negeri Sembilan |
E198626
|
entity |
| Predicate | mother |
P120
|
FINISHED |
| Object |
Tunku Halimah binti Tunku Haji Hassan
Tunku Halimah binti Tunku Haji Hassan was a Malay royal consort and the mother of Tuanku Abdul Rahman, the first Yang di-Pertuan Agong (King) of independent Malaya.
|
E731513
|
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: Tunku Halimah binti Tunku Haji Hassan | Statement: [Tuanku Abdul Rahman of Negeri Sembilan, mother, Tunku Halimah binti Tunku Haji Hassan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tunku Halimah binti Tunku Haji Hassan Context triple: [Tuanku Abdul Rahman of Negeri Sembilan, mother, Tunku Halimah binti Tunku Haji Hassan]
-
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.
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.
-
C.
Raja Isteri Pengiran Anak Damit
Raja Isteri Pengiran Anak Damit was the queen consort of Brunei and the mother of Sultan Hassanal Bolkiah.
-
D.
Tuanku Ja’afar
Tuanku Ja’afar was the tenth Yang di-Pertuan Agong (King) of Malaysia and a long-serving ruler of the state of Negeri Sembilan.
-
E.
Tunku Kurshiah
Tunku Kurshiah was a Malaysian royal consort who served as the first Raja Permaisuri Agong (Queen) of Malaysia and was the mother of Tuanku Ja’afar.
- 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: Tunku Halimah binti Tunku Haji Hassan Triple: [Tuanku Abdul Rahman of Negeri Sembilan, mother, Tunku Halimah binti Tunku Haji Hassan]
Generated description
Tunku Halimah binti Tunku Haji Hassan was a Malay royal consort and the mother of Tuanku Abdul Rahman, the first Yang di-Pertuan Agong (King) of independent Malaya.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tunku Halimah binti Tunku Haji Hassan Target entity description: Tunku Halimah binti Tunku Haji Hassan was a Malay royal consort and the mother of Tuanku Abdul Rahman, the first Yang di-Pertuan Agong (King) of independent Malaya.
-
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.
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.
-
C.
Raja Isteri Pengiran Anak Damit
Raja Isteri Pengiran Anak Damit was the queen consort of Brunei and the mother of Sultan Hassanal Bolkiah.
-
D.
Tuanku Ja’afar
Tuanku Ja’afar was the tenth Yang di-Pertuan Agong (King) of Malaysia and a long-serving ruler of the state of Negeri Sembilan.
-
E.
Tunku Kurshiah
Tunku Kurshiah was a Malaysian royal consort who served as the first Raja Permaisuri Agong (Queen) of Malaysia and was the mother of Tuanku Ja’afar.
- 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_69ca831201b481909e137936ef99ff11 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cb83dec1f08190ae08719e860b29fa |
completed | March 31, 2026, 8:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce0317cb188190b207bcaffb629a75 |
completed | April 2, 2026, 5:48 a.m. |
| NEDg | Description generation | batch_69ce07808098819087e896b87320aefd |
completed | April 2, 2026, 6:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce08759e1c81909c96caf3b571e1ca |
completed | April 2, 2026, 6:11 a.m. |
Created at: March 30, 2026, 6:05 p.m.