Triple
T12436634
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Defiance |
E297159
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Clayton Frohman
Clayton Frohman is an American screenwriter best known for co-writing the World War II drama film "Defiance."
|
E1047794
|
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: Clayton Frohman | Statement: [Defiance, screenwriter, Clayton Frohman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Clayton Frohman Context triple: [Defiance, screenwriter, Clayton Frohman]
-
A.
Charlie Korsmo
Charlie Korsmo is an American former child actor and current law professor best known for his roles in early 1990s films such as "Dick Tracy," "Hook," and "What About Bob?".
-
B.
Ben Fankhauser
Ben Fankhauser is an American stage actor and singer best known for originating the role of Davey in the Broadway production of the musical "Newsies."
-
C.
Robert Hohman
Robert Hohman is an American entrepreneur best known as the co-founder and former CEO of Glassdoor, a popular platform for anonymous employee reviews and salary information.
-
D.
Martin Cline
Martin Cline is an American geneticist best known for performing one of the first attempts at human gene therapy in the early 1980s, which sparked major ethical debates in biomedical research.
-
E.
Matt Firor
Matt Firor is a video game developer and executive best known for leading the creation of large-scale online role-playing games, including directing The Elder Scrolls Online.
- 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: Clayton Frohman Triple: [Defiance, screenwriter, Clayton Frohman]
Generated description
Clayton Frohman is an American screenwriter best known for co-writing the World War II drama film "Defiance."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Clayton Frohman Target entity description: Clayton Frohman is an American screenwriter best known for co-writing the World War II drama film "Defiance."
-
A.
Charlie Korsmo
Charlie Korsmo is an American former child actor and current law professor best known for his roles in early 1990s films such as "Dick Tracy," "Hook," and "What About Bob?".
-
B.
Ben Fankhauser
Ben Fankhauser is an American stage actor and singer best known for originating the role of Davey in the Broadway production of the musical "Newsies."
-
C.
Robert Hohman
Robert Hohman is an American entrepreneur best known as the co-founder and former CEO of Glassdoor, a popular platform for anonymous employee reviews and salary information.
-
D.
Martin Cline
Martin Cline is an American geneticist best known for performing one of the first attempts at human gene therapy in the early 1980s, which sparked major ethical debates in biomedical research.
-
E.
Matt Firor
Matt Firor is a video game developer and executive best known for leading the creation of large-scale online role-playing games, including directing The Elder Scrolls Online.
- 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_69d6ada0640c81908c061d7fb3d47786 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94d8c8fd481909b35ac504127a1b6 |
completed | April 10, 2026, 7:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f75d78433081909ae0278e9e1abacb |
completed | May 3, 2026, 2:36 p.m. |
| NEDg | Description generation | batch_69f75ee662e88190ae8006f056860389 |
completed | May 3, 2026, 2:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7629cf90881908a341a565a84aede |
completed | May 3, 2026, 2:58 p.m. |
Created at: April 8, 2026, 9:55 p.m.