Triple
T11581479
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bubble Gang |
E274634
|
entity |
| Predicate | hasCastMember |
P2308
|
FINISHED |
| Object |
Sef Cadayona
Sef Cadayona is a Filipino actor and comedian best known for his work on GMA Network comedy shows and various television series.
|
E939908
|
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: Sef Cadayona | Statement: [Bubble Gang, hasCastMember, Sef Cadayona]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sef Cadayona Context triple: [Bubble Gang, hasCastMember, Sef Cadayona]
-
A.
Eduardo Mendoza
Eduardo Mendoza is a renowned Spanish novelist celebrated for his humorous and satirical works, and regarded as one of the leading contemporary voices in Spanish literature.
-
B.
Gerard Salonga
Gerard Salonga is a Filipino musical director and conductor known for his work with orchestras and in musical theatre, and as the brother of singer-actress Lea Salonga.
-
C.
Ruperto Kangleon
Ruperto Kangleon was a Filipino military officer and resistance leader who played a key role in organizing and commanding guerrilla forces against Japanese occupation during World War II.
-
D.
Kiray Celis
Kiray Celis is a Filipino actress and comedian best known for her work in television and film, particularly in youth-oriented and comedy programs.
-
E.
Paolo Ballesteros
Paolo Ballesteros is a Filipino actor, comedian, television host, and acclaimed makeup transformation artist known for his work in film, TV, and viral social media looks.
- 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: Sef Cadayona Triple: [Bubble Gang, hasCastMember, Sef Cadayona]
Generated description
Sef Cadayona is a Filipino actor and comedian best known for his work on GMA Network comedy shows and various television series.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sef Cadayona Target entity description: Sef Cadayona is a Filipino actor and comedian best known for his work on GMA Network comedy shows and various television series.
-
A.
Eduardo Mendoza
Eduardo Mendoza is a renowned Spanish novelist celebrated for his humorous and satirical works, and regarded as one of the leading contemporary voices in Spanish literature.
-
B.
Gerard Salonga
Gerard Salonga is a Filipino musical director and conductor known for his work with orchestras and in musical theatre, and as the brother of singer-actress Lea Salonga.
-
C.
Ruperto Kangleon
Ruperto Kangleon was a Filipino military officer and resistance leader who played a key role in organizing and commanding guerrilla forces against Japanese occupation during World War II.
-
D.
Kiray Celis
Kiray Celis is a Filipino actress and comedian best known for her work in television and film, particularly in youth-oriented and comedy programs.
-
E.
Paolo Ballesteros
Paolo Ballesteros is a Filipino actor, comedian, television host, and acclaimed makeup transformation artist known for his work in film, TV, and viral social media looks.
- 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_69d6aae5ac3c81908d2b0a3a665665b2 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8904c51b881909e7be84c6f3de79f |
completed | April 10, 2026, 5:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ef1307da188190918d0f50b2fd37fa |
completed | April 27, 2026, 7:40 a.m. |
| NEDg | Description generation | batch_69ef354b3b3c8190b1c91dbf9c705a7d |
completed | April 27, 2026, 10:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ef5170ce9881908f2ecf3d5ada809a |
completed | April 27, 2026, 12:07 p.m. |
Created at: April 8, 2026, 9:38 p.m.