Triple
T10350115
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lee Hsien Loong |
E243858
|
entity |
| Predicate | mother |
P120
|
FINISHED |
| Object |
Kwa Geok Choo
Kwa Geok Choo was a prominent Singaporean lawyer and the wife of founding Prime Minister Lee Kuan Yew, noted for her quiet but significant influence on Singapore’s early legal and political development.
|
E857821
|
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: Kwa Geok Choo | Statement: [Lee Hsien Loong, mother, Kwa Geok Choo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kwa Geok Choo Context triple: [Lee Hsien Loong, mother, Kwa Geok Choo]
-
A.
Lim Chu Kang
Lim Chu Kang is a rural area in northwestern Singapore known for its farms, military training grounds, and proximity to nature reserves and coastal wetlands.
-
B.
Kwang-Chou-Wan
Kwang-Chou-Wan was a small leased territory in southern China that served as a French colonial enclave administered as part of French Indochina in the late 19th and early 20th centuries.
-
C.
Nyuk Tsin
Nyuk Tsin is a central fictional figure in James A. Michener’s novel "Hawaii," portrayed as a resilient Chinese immigrant whose life story reflects the struggles and transformations of immigrant communities in the Hawaiian Islands.
-
D.
Pok Fu Lam
Pok Fu Lam is a residential and educational district on the western side of Hong Kong Island, known for hosting the main campus of the University of Hong Kong and its surrounding green, hilly landscape.
-
E.
Ma Wan
Ma Wan is a small island in Hong Kong known for its residential developments, historic fishing village, and attractions like Noah’s Ark near the Tsing Ma Bridge.
- 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: Kwa Geok Choo Triple: [Lee Hsien Loong, mother, Kwa Geok Choo]
Generated description
Kwa Geok Choo was a prominent Singaporean lawyer and the wife of founding Prime Minister Lee Kuan Yew, noted for her quiet but significant influence on Singapore’s early legal and political development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kwa Geok Choo Target entity description: Kwa Geok Choo was a prominent Singaporean lawyer and the wife of founding Prime Minister Lee Kuan Yew, noted for her quiet but significant influence on Singapore’s early legal and political development.
-
A.
Lim Chu Kang
Lim Chu Kang is a rural area in northwestern Singapore known for its farms, military training grounds, and proximity to nature reserves and coastal wetlands.
-
B.
Kwang-Chou-Wan
Kwang-Chou-Wan was a small leased territory in southern China that served as a French colonial enclave administered as part of French Indochina in the late 19th and early 20th centuries.
-
C.
Nyuk Tsin
Nyuk Tsin is a central fictional figure in James A. Michener’s novel "Hawaii," portrayed as a resilient Chinese immigrant whose life story reflects the struggles and transformations of immigrant communities in the Hawaiian Islands.
-
D.
Pok Fu Lam
Pok Fu Lam is a residential and educational district on the western side of Hong Kong Island, known for hosting the main campus of the University of Hong Kong and its surrounding green, hilly landscape.
-
E.
Ma Wan
Ma Wan is a small island in Hong Kong known for its residential developments, historic fishing village, and attractions like Noah’s Ark near the Tsing Ma Bridge.
- 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_69d381b22b8c8190aaed476be5f872a9 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4e94796d881909e0b908de63a1aa3 |
completed | April 7, 2026, 11:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d75095625c819082d4d0976a193e6c |
completed | April 9, 2026, 7:09 a.m. |
| NEDg | Description generation | batch_69d7618da0188190901026dd51ceaa46 |
completed | April 9, 2026, 8:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d77045ea988190bd8e31f5f636f69b |
completed | April 9, 2026, 9:24 a.m. |
Created at: April 6, 2026, 11:57 a.m.