Triple
T2213189
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National University of Singapore |
E50962
|
entity |
| Predicate | hasNotableAlumni |
P51
|
FINISHED |
| Object |
Halimah Yacob
Halimah Yacob is a Singaporean politician and lawyer who became the first female President of Singapore.
|
E243860
|
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: Halimah Yacob | Statement: [National University of Singapore, hasNotableAlumni, Halimah Yacob]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Halimah Yacob Context triple: [National University of Singapore, hasNotableAlumni, Halimah Yacob]
-
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.
Suriani Abdullah
Suriani Abdullah was a prominent Malaysian communist leader and revolutionary figure associated with the Malayan Communist Party’s anti-colonial struggle.
-
C.
Sukmawati Sukarnoputri
Sukmawati Sukarnoputri is an Indonesian politician and public figure, known as one of the daughters of Indonesia’s first president Sukarno and for her involvement in nationalist and cultural issues.
-
D.
Yusof Ishak
Yusof Ishak was a Singaporean statesman who became the country’s first president after its independence, symbolizing national unity and multicultural identity.
-
E.
Rula Ghani
Rula Ghani is the former First Lady of Afghanistan, known for her advocacy on women's rights and social issues during her husband Ashraf Ghani's presidency.
- 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: Halimah Yacob Triple: [National University of Singapore, hasNotableAlumni, Halimah Yacob]
Generated description
Halimah Yacob is a Singaporean politician and lawyer who became the first female President of Singapore.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Halimah Yacob Target entity description: Halimah Yacob is a Singaporean politician and lawyer who became the first female President of Singapore.
-
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.
Suriani Abdullah
Suriani Abdullah was a prominent Malaysian communist leader and revolutionary figure associated with the Malayan Communist Party’s anti-colonial struggle.
-
C.
Sukmawati Sukarnoputri
Sukmawati Sukarnoputri is an Indonesian politician and public figure, known as one of the daughters of Indonesia’s first president Sukarno and for her involvement in nationalist and cultural issues.
-
D.
Yusof Ishak
Yusof Ishak was a Singaporean statesman who became the country’s first president after its independence, symbolizing national unity and multicultural identity.
-
E.
Rula Ghani
Rula Ghani is the former First Lady of Afghanistan, known for her advocacy on women's rights and social issues during her husband Ashraf Ghani's presidency.
- 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_69a88b06709c8190978fb2418470d1b6 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abbfee6ae48190825ca792e8f99946 |
completed | March 7, 2026, 6:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae6554f3308190a180cac3ad7e2ce4 |
completed | March 9, 2026, 6:14 a.m. |
| NEDg | Description generation | batch_69ae65d419048190ad723d21ab7f1cab |
completed | March 9, 2026, 6:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae666e71908190b50be2cac5bdfa28 |
completed | March 9, 2026, 6:19 a.m. |
Created at: March 4, 2026, 7:46 p.m.