Triple
T16105965
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Better Luck Tomorrow |
E390738
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Ernesto Foronda
Ernesto Foronda is a Filipino-American screenwriter best known for co-writing the acclaimed indie crime drama film "Better Luck Tomorrow."
|
E1197542
|
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: Ernesto Foronda | Statement: [Better Luck Tomorrow, screenwriter, Ernesto Foronda]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ernesto Foronda Context triple: [Better Luck Tomorrow, screenwriter, Ernesto Foronda]
-
A.
Armando Riesco
Armando Riesco is a Puerto Rican-American actor known for his work in film, television, and voice acting, including roles in projects like "Garden State," "National Treasure," and various video games.
-
B.
Bernardo Flores Sisk
Bernardo Flores Sisk was a U.S. Congressman from California who played a key role in Central Valley water projects and for whom the San Luis Dam was named.
-
C.
Bernardo Echeverría
Bernardo Echeverría is a notable individual who carries the Echeverría surname, recognized for his prominence among people with that family name.
-
D.
César González
César González is an actor best known for his role in the comedy film "Nacho Libre."
-
E.
Eduardo Cansino
Eduardo Cansino was a Spanish-born dancer and choreographer best known as the father and early dance partner of Hollywood star Rita Hayworth.
- 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: Ernesto Foronda Triple: [Better Luck Tomorrow, screenwriter, Ernesto Foronda]
Generated description
Ernesto Foronda is a Filipino-American screenwriter best known for co-writing the acclaimed indie crime drama film "Better Luck Tomorrow."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ernesto Foronda Target entity description: Ernesto Foronda is a Filipino-American screenwriter best known for co-writing the acclaimed indie crime drama film "Better Luck Tomorrow."
-
A.
Armando Riesco
Armando Riesco is a Puerto Rican-American actor known for his work in film, television, and voice acting, including roles in projects like "Garden State," "National Treasure," and various video games.
-
B.
Bernardo Flores Sisk
Bernardo Flores Sisk was a U.S. Congressman from California who played a key role in Central Valley water projects and for whom the San Luis Dam was named.
-
C.
Bernardo Echeverría
Bernardo Echeverría is a notable individual who carries the Echeverría surname, recognized for his prominence among people with that family name.
-
D.
César González
César González is an actor best known for his role in the comedy film "Nacho Libre."
-
E.
Eduardo Cansino
Eduardo Cansino was a Spanish-born dancer and choreographer best known as the father and early dance partner of Hollywood star Rita Hayworth.
- 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_69d87f1a8dd881909f1de6ef78849874 |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e1ff6d81d081909e1315f4dbfd7369 |
completed | April 17, 2026, 9:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fff79c74388190a10e0346426b0cbe |
completed | May 10, 2026, 3:12 a.m. |
| NEDg | Description generation | batch_69fff8de647481908e820b0e14bc7b76 |
completed | May 10, 2026, 3:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fff94cd32081908205ae383e58d148 |
completed | May 10, 2026, 3:19 a.m. |
Created at: April 10, 2026, 5 a.m.