Triple
T6627901
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arrow |
E149849
|
entity |
| Predicate | creator |
P184
|
FINISHED |
| Object |
Marc Guggenheim
Marc Guggenheim is an American television producer, screenwriter, and comic book writer best known for co-creating and showrunning the superhero TV series "Arrow."
|
E600899
|
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: Marc Guggenheim | Statement: [Arrow, creator, Marc Guggenheim]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marc Guggenheim Context triple: [Arrow, creator, Marc Guggenheim]
-
A.
James DeMonaco
James DeMonaco is an American filmmaker and screenwriter best known for creating and writing the dystopian horror franchise "The Purge."
-
B.
Scott Schwartz
Scott Schwartz is an American former child actor best known for his roles in the films "The Toy" and "A Christmas Story."
-
C.
David S. Goyer
David S. Goyer is an American screenwriter, director, and producer best known for his work on major superhero films such as Christopher Nolan’s Batman trilogy and the Blade series.
-
D.
Zach Helm
Zach Helm is an American screenwriter, director, and producer best known for writing the metafictional film "Stranger Than Fiction."
-
E.
Don McGregor
Don McGregor is an American comic book writer best known for his influential 1970s work at Marvel, particularly on Black Panther and Killraven, where he helped pioneer more mature, socially conscious storytelling in mainstream comics.
- 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: Marc Guggenheim Triple: [Arrow, creator, Marc Guggenheim]
Generated description
Marc Guggenheim is an American television producer, screenwriter, and comic book writer best known for co-creating and showrunning the superhero TV series "Arrow."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marc Guggenheim Target entity description: Marc Guggenheim is an American television producer, screenwriter, and comic book writer best known for co-creating and showrunning the superhero TV series "Arrow."
-
A.
James DeMonaco
James DeMonaco is an American filmmaker and screenwriter best known for creating and writing the dystopian horror franchise "The Purge."
-
B.
Scott Schwartz
Scott Schwartz is an American former child actor best known for his roles in the films "The Toy" and "A Christmas Story."
-
C.
David S. Goyer
David S. Goyer is an American screenwriter, director, and producer best known for his work on major superhero films such as Christopher Nolan’s Batman trilogy and the Blade series.
-
D.
Zach Helm
Zach Helm is an American screenwriter, director, and producer best known for writing the metafictional film "Stranger Than Fiction."
-
E.
Don McGregor
Don McGregor is an American comic book writer best known for his influential 1970s work at Marvel, particularly on Black Panther and Killraven, where he helped pioneer more mature, socially conscious storytelling in mainstream comics.
- 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_69c687ee50048190aa151765bef16193 |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6afa2e4a48190ba3c70013bab14f2 |
completed | March 27, 2026, 4:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6cbe690548190a771bb1ec8d3aacf |
completed | March 27, 2026, 6:26 p.m. |
| NEDg | Description generation | batch_69c6cd0a98908190a5725c49bad7589d |
completed | March 27, 2026, 6:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6cdcf14508190876faa73f5eec884 |
completed | March 27, 2026, 6:34 p.m. |
Created at: March 27, 2026, 1:59 p.m.