Triple
T6654710
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Transparent |
E150911
|
entity |
| Predicate | characterPortrayedBy |
P1507
|
FINISHED |
| Object |
Josh Pfefferman – Jay Duplass
Josh Pfefferman, portrayed by Jay Duplass, is one of the central Pfefferman siblings in the television series "Transparent," known for his emotionally complex journey through family, identity, and relationships.
|
E608627
|
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: Josh Pfefferman – Jay Duplass | Statement: [Transparent, characterPortrayedBy, Josh Pfefferman – Jay Duplass]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Josh Pfefferman – Jay Duplass Context triple: [Transparent, characterPortrayedBy, Josh Pfefferman – Jay Duplass]
-
A.
Eli Kashpaw
Eli Kashpaw is a reclusive, nature-bound Ojibwe man in Louise Erdrich’s novel "Tracks," whose life in the woods symbolizes resistance to cultural loss and encroaching modernity.
-
B.
Adam Shulman
Adam Shulman is an American actor and jewelry designer best known as the husband of actress Anne Hathaway.
-
C.
Jesse Novak
Jesse Novak is an American television and film composer best known for scoring shows like "BoJack Horseman" and "The Mindy Project."
-
D.
Jake Adelstein
Jake Adelstein is an American journalist and author best known for his memoir "Tokyo Vice," which chronicles his experiences reporting on crime and the yakuza for a major Japanese newspaper.
-
E.
Tom Schulman
Tom Schulman is an American screenwriter best known for writing the Academy Award–winning screenplay for the film "Dead Poets Society."
- 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: Josh Pfefferman – Jay Duplass Triple: [Transparent, characterPortrayedBy, Josh Pfefferman – Jay Duplass]
Generated description
Josh Pfefferman, portrayed by Jay Duplass, is one of the central Pfefferman siblings in the television series "Transparent," known for his emotionally complex journey through family, identity, and relationships.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Josh Pfefferman – Jay Duplass Target entity description: Josh Pfefferman, portrayed by Jay Duplass, is one of the central Pfefferman siblings in the television series "Transparent," known for his emotionally complex journey through family, identity, and relationships.
-
A.
Eli Kashpaw
Eli Kashpaw is a reclusive, nature-bound Ojibwe man in Louise Erdrich’s novel "Tracks," whose life in the woods symbolizes resistance to cultural loss and encroaching modernity.
-
B.
Adam Shulman
Adam Shulman is an American actor and jewelry designer best known as the husband of actress Anne Hathaway.
-
C.
Jesse Novak
Jesse Novak is an American television and film composer best known for scoring shows like "BoJack Horseman" and "The Mindy Project."
-
D.
Jake Adelstein
Jake Adelstein is an American journalist and author best known for his memoir "Tokyo Vice," which chronicles his experiences reporting on crime and the yakuza for a major Japanese newspaper.
-
E.
Tom Schulman
Tom Schulman is an American screenwriter best known for writing the Academy Award–winning screenplay for the film "Dead Poets Society."
- 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_69c687f2c9508190a60b9aad31d3f358 |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6b049958c8190bb3ef0d4c281825b |
completed | March 27, 2026, 4:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6eefffdfc8190bc191606bdb481a5 |
completed | March 27, 2026, 8:56 p.m. |
| NEDg | Description generation | batch_69c6f0d4780c81908e6c274c81d883a7 |
completed | March 27, 2026, 9:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6f15b7d848190815be600234461ba |
completed | March 27, 2026, 9:06 p.m. |
Created at: March 27, 2026, 2:01 p.m.