Triple
T20453326
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Blush (2020) |
E501709
|
entity |
| Predicate | hasMusicBy |
P1952
|
FINISHED |
| Object |
Joy Ngiaw
Joy Ngiaw is a film and television composer known for her emotive, melodic scores, including work on animated projects such as the short film "Blush" (2020).
|
E1431254
|
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: Joy Ngiaw | Statement: [Blush (2020), hasMusicBy, Joy Ngiaw]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joy Ngiaw Context triple: [Blush (2020), hasMusicBy, Joy Ngiaw]
-
A.
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.
-
B.
Nicole Seah
Nicole Seah is a Singaporean politician and former member of the opposition Workers' Party who gained prominence as one of the country's youngest election candidates.
-
C.
May Pang
May Pang is an American music industry professional best known for her relationship with John Lennon during his mid-1970s “Lost Weekend” period and her work as his personal assistant.
-
D.
Astrid Leong-Teo
Astrid Leong-Teo is a stylish, wealthy, and emotionally complex Singaporean socialite from the "Crazy Rich Asians" series, known for her elegance, quiet strength, and troubled marriage.
-
E.
Wilma Pang
Wilma Pang is a San Francisco community activist and perennial local political candidate known for her involvement in city elections and advocacy on neighborhood issues.
- 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: Joy Ngiaw Triple: [Blush (2020), hasMusicBy, Joy Ngiaw]
Generated description
Joy Ngiaw is a film and television composer known for her emotive, melodic scores, including work on animated projects such as the short film "Blush" (2020).
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Joy Ngiaw Target entity description: Joy Ngiaw is a film and television composer known for her emotive, melodic scores, including work on animated projects such as the short film "Blush" (2020).
-
A.
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.
-
B.
Nicole Seah
Nicole Seah is a Singaporean politician and former member of the opposition Workers' Party who gained prominence as one of the country's youngest election candidates.
-
C.
May Pang
May Pang is an American music industry professional best known for her relationship with John Lennon during his mid-1970s “Lost Weekend” period and her work as his personal assistant.
-
D.
Astrid Leong-Teo
Astrid Leong-Teo is a stylish, wealthy, and emotionally complex Singaporean socialite from the "Crazy Rich Asians" series, known for her elegance, quiet strength, and troubled marriage.
-
E.
Wilma Pang
Wilma Pang is a San Francisco community activist and perennial local political candidate known for her involvement in city elections and advocacy on neighborhood issues.
- 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_69e0b4ac0a1c81908845d0f8a56abce8 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e68d039af08190827bf765b50515a8 |
completed | April 20, 2026, 8:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08840caccc819082423d0dae166082 |
completed | May 16, 2026, 2:49 p.m. |
| NEDg | Description generation | batch_6a08854ba1bc8190854e106993681272 |
completed | May 16, 2026, 2:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0886140858819088f0b09a9903dada |
completed | May 16, 2026, 2:58 p.m. |
Created at: April 16, 2026, 11:32 a.m.