Triple
T8451110
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Great Debaters |
E199799
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Jeffrey Porro
Jeffrey Porro is an American screenwriter best known for co-writing the 2007 historical drama film "The Great Debaters," directed by Denzel Washington.
|
E756570
|
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: Jeffrey Porro | Statement: [The Great Debaters, screenwriter, Jeffrey Porro]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jeffrey Porro Context triple: [The Great Debaters, screenwriter, Jeffrey Porro]
-
A.
Michael D’Orso
Michael D’Orso is an American author and journalist known for co-writing influential nonfiction books, often chronicling social justice movements and notable public figures.
-
B.
Michael Fimognari
Michael Fimognari is an American cinematographer and director known for his work on films such as "Before I Fall" and the "To All the Boys I've Loved Before" series.
-
C.
J. R. Ventimilia
J. R. Ventimilia is a television writer and producer best known for co-creating the 2012 animated Teenage Mutant Ninja Turtles series.
-
D.
Robert Mammone
Robert Mammone is an Australian actor known for his work in film and television, including roles in war dramas and action-oriented productions.
-
E.
Mark Povinelli
Mark Povinelli is an American actor known for his film, television, and stage roles, often portraying memorable supporting characters in major productions.
- 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: Jeffrey Porro Triple: [The Great Debaters, screenwriter, Jeffrey Porro]
Generated description
Jeffrey Porro is an American screenwriter best known for co-writing the 2007 historical drama film "The Great Debaters," directed by Denzel Washington.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jeffrey Porro Target entity description: Jeffrey Porro is an American screenwriter best known for co-writing the 2007 historical drama film "The Great Debaters," directed by Denzel Washington.
-
A.
Michael D’Orso
Michael D’Orso is an American author and journalist known for co-writing influential nonfiction books, often chronicling social justice movements and notable public figures.
-
B.
Michael Fimognari
Michael Fimognari is an American cinematographer and director known for his work on films such as "Before I Fall" and the "To All the Boys I've Loved Before" series.
-
C.
J. R. Ventimilia
J. R. Ventimilia is a television writer and producer best known for co-creating the 2012 animated Teenage Mutant Ninja Turtles series.
-
D.
Robert Mammone
Robert Mammone is an Australian actor known for his work in film and television, including roles in war dramas and action-oriented productions.
-
E.
Mark Povinelli
Mark Povinelli is an American actor known for his film, television, and stage roles, often portraying memorable supporting characters in major productions.
- 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_69ca8318231881908fd1bc1c4d45d286 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe44815488190a912d63512e19af0 |
completed | March 31, 2026, 3:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf512d294c8190bed7e37991d237c1 |
completed | April 3, 2026, 5:33 a.m. |
| NEDg | Description generation | batch_69cf540bee8081908f9c176a1971742f |
completed | April 3, 2026, 5:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf54a056408190bd536f79e3ec33be |
completed | April 3, 2026, 5:48 a.m. |
Created at: March 30, 2026, 6:09 p.m.