Triple
T3125231
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Romany Malco |
E65280
|
entity |
| Predicate | hasWorkedWith |
P9615
|
FINISHED |
| Object |
James Roday Rodriguez
James Roday Rodriguez is an American actor, director, and screenwriter best known for starring as hyper-observant faux psychic Shawn Spencer on the television series "Psych."
|
E331032
|
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: James Roday Rodriguez | Statement: [Romany Malco, hasWorkedWith, James Roday Rodriguez]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Roday Rodriguez Context triple: [Romany Malco, hasWorkedWith, James Roday Rodriguez]
-
A.
René Elizondo Jr.
René Elizondo Jr. is a Mexican-born music video director, songwriter, and dancer best known for his long-term romantic and creative partnership with pop icon Janet Jackson.
-
B.
Raul Roulien
Raul Roulien was a Brazilian actor and singer active in early Hollywood cinema, known for his leading roles in 1930s musical and romantic films.
-
C.
Michael Peña
Michael Peña is an American actor known for his versatile supporting roles in films such as "Crash," "Ant-Man," and "End of Watch."
-
D.
Logan Marshall-Green
Logan Marshall-Green is an American actor and director known for his roles in films like "Prometheus" and "Upgrade" as well as various television series.
-
E.
Tony Revolori
Tony Revolori is an American actor best known for his breakout role as Zero Moustafa in Wes Anderson’s film "The Grand Budapest Hotel" and for playing Flash Thompson in the Marvel Cinematic Universe Spider-Man films.
- 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: James Roday Rodriguez Triple: [Romany Malco, hasWorkedWith, James Roday Rodriguez]
Generated description
James Roday Rodriguez is an American actor, director, and screenwriter best known for starring as hyper-observant faux psychic Shawn Spencer on the television series "Psych."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Roday Rodriguez Target entity description: James Roday Rodriguez is an American actor, director, and screenwriter best known for starring as hyper-observant faux psychic Shawn Spencer on the television series "Psych."
-
A.
René Elizondo Jr.
René Elizondo Jr. is a Mexican-born music video director, songwriter, and dancer best known for his long-term romantic and creative partnership with pop icon Janet Jackson.
-
B.
Raul Roulien
Raul Roulien was a Brazilian actor and singer active in early Hollywood cinema, known for his leading roles in 1930s musical and romantic films.
-
C.
Michael Peña
Michael Peña is an American actor known for his versatile supporting roles in films such as "Crash," "Ant-Man," and "End of Watch."
-
D.
Logan Marshall-Green
Logan Marshall-Green is an American actor and director known for his roles in films like "Prometheus" and "Upgrade" as well as various television series.
-
E.
Tony Revolori
Tony Revolori is an American actor best known for his breakout role as Zero Moustafa in Wes Anderson’s film "The Grand Budapest Hotel" and for playing Flash Thompson in the Marvel Cinematic Universe Spider-Man films.
- 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_69ad8580c72481909672d37acf647893 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada52e9f348190aa15b2c0d252719f |
completed | March 8, 2026, 4:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b224d42fc4819095a0f6aec59db2c1 |
completed | March 12, 2026, 2:28 a.m. |
| NEDg | Description generation | batch_69b225896c4c81909e875a2d357e7bc5 |
completed | March 12, 2026, 2:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b225fef06081908dcd8201def1ad95 |
completed | March 12, 2026, 2:33 a.m. |
Created at: March 8, 2026, 3:04 p.m.