Triple
T8385013
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Infernal Affairs |
E197793
|
entity |
| Predicate | starring |
P1507
|
FINISHED |
| Object | Sammi Cheng |
E92784
|
NE FINISHED |
How this triple was built (2 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: Sammi Cheng | Statement: [Infernal Affairs, starring, Sammi Cheng]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sammi Cheng Context triple: [Infernal Affairs, starring, Sammi Cheng]
-
A.
Ma Lo
"Ma Lo" is a popular Afrobeats song by Nigerian singer Tiwa Savage, known for its smooth blend of R&B and Afro-pop rhythms.
-
B.
Maggie Cheung
Maggie Cheung is an acclaimed Hong Kong actress renowned for her versatile performances in both commercial and art-house films, including award-winning roles in movies like "In the Mood for Love."
-
C.
Kelly Chan
chosen
Kelly Chan is a Hong Kong Cantopop singer and actress known for her popularity in the late 1990s and 2000s.
-
D.
Maxine Ting Ting Hong
Maxine Ting Ting Hong is the birth name of Maxine Hong Kingston, a renowned Chinese American author known for works blending autobiography and myth to explore identity and cultural heritage.
-
E.
Song Meiling
Song Meiling was a prominent 20th-century Chinese political figure and influential wife of Chiang Kai-shek, known for her diplomatic efforts, advocacy for China on the international stage, and significant role in modern Chinese history.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca82f749388190bffbea6dfb509016 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb80e03eb08190a458c9caa0524e0f |
completed | March 31, 2026, 8:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cde8312be48190bd5896adc8bb4e95 |
completed | April 2, 2026, 3:53 a.m. |
Created at: March 30, 2026, 6:02 p.m.