Triple
T11261091
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Devin Grayson |
E266560
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Batman: Turning Points
Batman: Turning Points is a DC Comics limited series that explores key moments in the evolving relationship between Batman and Commissioner James Gordon across different eras of their crime-fighting careers.
|
E914817
|
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: Batman: Turning Points | Statement: [Devin Grayson, notableWork, Batman: Turning Points]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Batman: Turning Points Context triple: [Devin Grayson, notableWork, Batman: Turning Points]
-
A.
Batman: Death and the Maidens
Batman: Death and the Maidens is a 2003–2004 DC Comics limited series written by Greg Rucka that explores Batman’s alliance with Ra’s al Ghul’s daughter Nyssa and delves into the complex legacy of Ra’s al Ghul and the Lazarus Pits.
-
B.
Batman: Birth of the Demon
Batman: Birth of the Demon is a graphic novel that explores the origin and history of Ra's al Ghul, one of Batman's most formidable and enduring adversaries.
-
C.
Batman: Death by Design
Batman: Death by Design is a graphic novel that blends a retro architectural aesthetic with a noir-inspired Batman mystery, written by designer and author Chip Kidd with art by Dave Taylor.
-
D.
Batman: Bad Blood
Batman: Bad Blood is a 2016 animated superhero film set in the DC Universe that follows the Bat-family as they confront new threats in Gotham after Batman’s mysterious disappearance.
-
E.
Batman: Hush
Batman: Hush is a popular Batman comic book storyline that follows the Dark Knight as he confronts a mysterious new villain orchestrating attacks by many of his greatest enemies.
- 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: Batman: Turning Points Triple: [Devin Grayson, notableWork, Batman: Turning Points]
Generated description
Batman: Turning Points is a DC Comics limited series that explores key moments in the evolving relationship between Batman and Commissioner James Gordon across different eras of their crime-fighting careers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Batman: Turning Points Target entity description: Batman: Turning Points is a DC Comics limited series that explores key moments in the evolving relationship between Batman and Commissioner James Gordon across different eras of their crime-fighting careers.
-
A.
Batman: Death and the Maidens
Batman: Death and the Maidens is a 2003–2004 DC Comics limited series written by Greg Rucka that explores Batman’s alliance with Ra’s al Ghul’s daughter Nyssa and delves into the complex legacy of Ra’s al Ghul and the Lazarus Pits.
-
B.
Batman: Birth of the Demon
Batman: Birth of the Demon is a graphic novel that explores the origin and history of Ra's al Ghul, one of Batman's most formidable and enduring adversaries.
-
C.
Batman: Death by Design
Batman: Death by Design is a graphic novel that blends a retro architectural aesthetic with a noir-inspired Batman mystery, written by designer and author Chip Kidd with art by Dave Taylor.
-
D.
Batman: Bad Blood
Batman: Bad Blood is a 2016 animated superhero film set in the DC Universe that follows the Bat-family as they confront new threats in Gotham after Batman’s mysterious disappearance.
-
E.
Batman: Hush
Batman: Hush is a popular Batman comic book storyline that follows the Dark Knight as he confronts a mysterious new villain orchestrating attacks by many of his greatest enemies.
- 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_69d6aac7953c8190b82caf9d7640fdf9 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e94c066c8190be1e032eb328e5fe |
completed | April 9, 2026, 6 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e4ccba233481909f00ebe2237c4f0c |
completed | April 19, 2026, 12:38 p.m. |
| NEDg | Description generation | batch_69e4d9ec9964819084bd7118e49c41a2 |
completed | April 19, 2026, 1:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e4ddab4ef48190ab7f371da765c6c0 |
completed | April 19, 2026, 1:50 p.m. |
Created at: April 8, 2026, 9:31 p.m.