Triple
T11581472
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bubble Gang |
E274634
|
entity |
| Predicate | hasCastMember |
P2308
|
FINISHED |
| Object |
Diego Llorico
Diego Llorico is a Filipino comedian and actor best known for his work on the long-running GMA Network sketch comedy show "Bubble Gang."
|
E970100
|
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: Diego Llorico | Statement: [Bubble Gang, hasCastMember, Diego Llorico]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Diego Llorico Context triple: [Bubble Gang, hasCastMember, Diego Llorico]
-
A.
Diego Laínez
Diego Laínez was a 16th-century Spanish Jesuit priest and theologian who succeeded Ignatius of Loyola as the second Superior General of the Society of Jesus and played a key role at the Council of Trent.
-
B.
Diego Cocca
Diego Cocca is an Argentine football manager and former defender best known for leading Racing Club to the 2014 Argentine Primera División title.
-
C.
Ezequiel Rojas
Ezequiel Rojas was a 19th-century Colombian politician and statesman known for helping shape the country’s liberal political movement.
-
D.
Matías Romero
Matías Romero was a prominent 19th-century Mexican diplomat, politician, and statesman known for his key role in strengthening Mexico–United States relations.
-
E.
Pablo Loperena
Pablo Loperena is a science fiction fan and fanzine editor known for his work on the Hugo Award-winning fanzine Journey Planet.
- 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: Diego Llorico Triple: [Bubble Gang, hasCastMember, Diego Llorico]
Generated description
Diego Llorico is a Filipino comedian and actor best known for his work on the long-running GMA Network sketch comedy show "Bubble Gang."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Diego Llorico Target entity description: Diego Llorico is a Filipino comedian and actor best known for his work on the long-running GMA Network sketch comedy show "Bubble Gang."
-
A.
Diego Laínez
Diego Laínez was a 16th-century Spanish Jesuit priest and theologian who succeeded Ignatius of Loyola as the second Superior General of the Society of Jesus and played a key role at the Council of Trent.
-
B.
Diego Cocca
Diego Cocca is an Argentine football manager and former defender best known for leading Racing Club to the 2014 Argentine Primera División title.
-
C.
Ezequiel Rojas
Ezequiel Rojas was a 19th-century Colombian politician and statesman known for helping shape the country’s liberal political movement.
-
D.
Matías Romero
Matías Romero was a prominent 19th-century Mexican diplomat, politician, and statesman known for his key role in strengthening Mexico–United States relations.
-
E.
Pablo Loperena
Pablo Loperena is a science fiction fan and fanzine editor known for his work on the Hugo Award-winning fanzine Journey Planet.
- 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_69f60a527dc08190a3ce08ddedaa5753 |
completed | May 2, 2026, 2:29 p.m. |
| NEDg | Description generation | batch_69f60cca20f48190b8e6e591144f252e |
completed | May 2, 2026, 2:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f60d4889d48190b2dfda8a0978cc72 |
completed | May 2, 2026, 2:42 p.m. |
Created at: April 8, 2026, 9:38 p.m.