Triple
T11581483
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bubble Gang |
E274634
|
entity |
| Predicate | hasCastMember |
P2308
|
FINISHED |
| Object |
Jak Roberto
Jak Roberto is a Filipino actor and comedian best known for his work on GMA Network shows, including sketch comedy and drama series.
|
E934758
|
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: Jak Roberto | Statement: [Bubble Gang, hasCastMember, Jak Roberto]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jak Roberto Context triple: [Bubble Gang, hasCastMember, Jak Roberto]
-
A.
Roberto
Roberto is a masculine given name commonly used in Romance-language countries, equivalent to the English name Robert.
-
B.
Dario
Dario is a masculine given name of Italian origin, commonly used in various European and Latin American countries.
-
C.
Giancarlo
Giancarlo is an Italian masculine given name commonly used in Italy and among Italian communities worldwide.
-
D.
Robby
Robby is a common diminutive given name, typically used as a familiar or affectionate form of the name Robert.
-
E.
Fabio
Fabio is the birth name of Pope Alexander VII, the 17th-century head of the Catholic Church and ruler of the Papal States.
- 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: Jak Roberto Triple: [Bubble Gang, hasCastMember, Jak Roberto]
Generated description
Jak Roberto is a Filipino actor and comedian best known for his work on GMA Network shows, including sketch comedy and drama series.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jak Roberto Target entity description: Jak Roberto is a Filipino actor and comedian best known for his work on GMA Network shows, including sketch comedy and drama series.
-
A.
Roberto
Roberto is a masculine given name commonly used in Romance-language countries, equivalent to the English name Robert.
-
B.
Dario
Dario is a masculine given name of Italian origin, commonly used in various European and Latin American countries.
-
C.
Giancarlo
Giancarlo is an Italian masculine given name commonly used in Italy and among Italian communities worldwide.
-
D.
Robby
Robby is a common diminutive given name, typically used as a familiar or affectionate form of the name Robert.
-
E.
Fabio
Fabio is the birth name of Pope Alexander VII, the 17th-century head of the Catholic Church and ruler of the Papal States.
- 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_69e7141b16d8819099002a009260a85a |
completed | April 21, 2026, 6:07 a.m. |
| NEDg | Description generation | batch_69e720fb192881909c129f93c8b88f42 |
completed | April 21, 2026, 7:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e7233efb6c81909dbf1aef080f5598 |
completed | April 21, 2026, 7:11 a.m. |
Created at: April 8, 2026, 9:38 p.m.