Triple
T11581469
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bubble Gang |
E274634
|
entity |
| Predicate | hasCastMember |
P2308
|
FINISHED |
| Object |
Wendell Ramos
Wendell Ramos is a Filipino actor and comedian best known for his work on television sitcoms and sketch comedy shows.
|
E943213
|
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: Wendell Ramos | Statement: [Bubble Gang, hasCastMember, Wendell Ramos]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wendell Ramos Context triple: [Bubble Gang, hasCastMember, Wendell Ramos]
-
A.
Tony Almeida
Tony Almeida is a key fictional Counter Terrorist Unit agent in the television series "24," known for his complex loyalties and evolving role across multiple seasons.
-
B.
Ronald Cerritos
Ronald Cerritos is a retired Salvadoran forward best known for his prolific goal-scoring and playmaking in Major League Soccer, particularly with the San Jose Earthquakes.
-
C.
Anthony Santos
Anthony Santos, better known as Romeo Santos, is an American singer, songwriter, and former lead vocalist of the bachata group Aventura, widely acclaimed as the "King of Bachata."
-
D.
Mike Ribeiro
Mike Ribeiro is a Canadian former professional ice hockey center known for his playmaking skills during a lengthy NHL career with teams including the Montreal Canadiens, Dallas Stars, and Nashville Predators.
-
E.
Joe Soares
Joe Soares is a prominent American wheelchair rugby player and coach known for his intense competitive drive and central role in the documentary film "Murderball."
- 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: Wendell Ramos Triple: [Bubble Gang, hasCastMember, Wendell Ramos]
Generated description
Wendell Ramos is a Filipino actor and comedian best known for his work on television sitcoms and sketch comedy shows.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wendell Ramos Target entity description: Wendell Ramos is a Filipino actor and comedian best known for his work on television sitcoms and sketch comedy shows.
-
A.
Tony Almeida
Tony Almeida is a key fictional Counter Terrorist Unit agent in the television series "24," known for his complex loyalties and evolving role across multiple seasons.
-
B.
Ronald Cerritos
Ronald Cerritos is a retired Salvadoran forward best known for his prolific goal-scoring and playmaking in Major League Soccer, particularly with the San Jose Earthquakes.
-
C.
Anthony Santos
Anthony Santos, better known as Romeo Santos, is an American singer, songwriter, and former lead vocalist of the bachata group Aventura, widely acclaimed as the "King of Bachata."
-
D.
Mike Ribeiro
Mike Ribeiro is a Canadian former professional ice hockey center known for his playmaking skills during a lengthy NHL career with teams including the Montreal Canadiens, Dallas Stars, and Nashville Predators.
-
E.
Joe Soares
Joe Soares is a prominent American wheelchair rugby player and coach known for his intense competitive drive and central role in the documentary film "Murderball."
- 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_69f018d260488190a8c716787247797f |
completed | April 28, 2026, 2:17 a.m. |
| NEDg | Description generation | batch_69f0319271788190a105828ae7582668 |
completed | April 28, 2026, 4:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f05a44dcb88190a0bb57b0c8fef6b9 |
completed | April 28, 2026, 6:57 a.m. |
Created at: April 8, 2026, 9:38 p.m.