Triple
T18448542
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | DC Comics-based television universe |
E450718
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object | Marc Guggenheim |
—
|
NE NERFINISHED |
How this triple was built (2 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: [DC Comics-based television universe, developer, Marc Guggenheim]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marc Guggenheim Context triple: [DC Comics-based television universe, developer, Marc Guggenheim]
-
A.
Marc Guggenheim
chosen
Marc Guggenheim is an American television producer, screenwriter, and comic book writer best known for co-creating and showrunning the superhero TV series "Arrow."
-
B.
Roberto Aguirre-Sacasa
Roberto Aguirre-Sacasa is an American playwright, screenwriter, and comic book writer best known for his work on Archie Comics properties and for developing several television series.
-
C.
James DeMonaco
James DeMonaco is an American filmmaker and screenwriter best known for creating and writing the dystopian horror franchise "The Purge."
-
D.
Scott Schwartz
Scott Schwartz is an American former child actor best known for his roles in the films "The Toy" and "A Christmas Story."
-
E.
Geof Darrow
Geof Darrow is an American comic book artist renowned for his hyper-detailed, intricately violent artwork on titles like Hard Boiled and Shaolin Cowboy, as well as his design work for films such as The Matrix.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8d38345688190b565eac2e4cd7935 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e52646949c81909664e864224675a6 |
completed | April 19, 2026, 7 p.m. |
Created at: April 10, 2026, 11:30 a.m.