Triple
T18503621
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | SPK |
E452142
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Sinan Leong
Sinan Leong is a vocalist known for her work with the contemporary music ensemble SPK.
|
E1328253
|
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: Sinan Leong | Statement: [SPK, hasMember, Sinan Leong]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sinan Leong Context triple: [SPK, hasMember, Sinan Leong]
-
A.
Gabriel Goh
Gabriel Goh is a machine learning researcher known for his work at OpenAI, including co-developing the CLIP model for connecting images and text.
-
B.
Samuel Yin
Samuel Yin is a Taiwanese billionaire businessman and philanthropist best known for founding the Tang Prize, an international award recognizing outstanding contributions in fields including biopharmaceutical science.
-
C.
Peik Lin Goh
Peik Lin Goh is a wealthy, fashion-forward, and hilariously outspoken Singaporean socialite who serves as Rachel Chu’s supportive best friend in the "Crazy Rich Asians" series.
-
D.
Harry Leong
Harry Leong is a character in Kevin Kwan’s "Crazy Rich Asians" series, known as the wealthy, old-money uncle of protagonist Nick Young within Singapore’s elite social circle.
-
E.
Robbi Chong
Robbi Chong is a Canadian actress and former model known for her film and television roles in the 1980s and 1990s.
- 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: Sinan Leong Triple: [SPK, hasMember, Sinan Leong]
Generated description
Sinan Leong is a vocalist known for her work with the contemporary music ensemble SPK.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sinan Leong Target entity description: Sinan Leong is a vocalist known for her work with the contemporary music ensemble SPK.
-
A.
Gabriel Goh
Gabriel Goh is a machine learning researcher known for his work at OpenAI, including co-developing the CLIP model for connecting images and text.
-
B.
Samuel Yin
Samuel Yin is a Taiwanese billionaire businessman and philanthropist best known for founding the Tang Prize, an international award recognizing outstanding contributions in fields including biopharmaceutical science.
-
C.
Peik Lin Goh
Peik Lin Goh is a wealthy, fashion-forward, and hilariously outspoken Singaporean socialite who serves as Rachel Chu’s supportive best friend in the "Crazy Rich Asians" series.
-
D.
Harry Leong
Harry Leong is a character in Kevin Kwan’s "Crazy Rich Asians" series, known as the wealthy, old-money uncle of protagonist Nick Young within Singapore’s elite social circle.
-
E.
Robbi Chong
Robbi Chong is a Canadian actress and former model known for her film and television roles in the 1980s and 1990s.
- 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_69d8d386df84819092355ebb260d848e |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e532c6384c819091f061c8538f6ca1 |
completed | April 19, 2026, 7:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a047143903c8190979d96780689a068 |
completed | May 13, 2026, 12:40 p.m. |
| NEDg | Description generation | batch_6a0486327b6c8190ac089fcc834582ff |
completed | May 13, 2026, 2:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0486d31e2c81908ca95db7baec64a0 |
completed | May 13, 2026, 2:12 p.m. |
Created at: April 10, 2026, 11:36 a.m.