Triple
T4440894
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Commando |
E95767
|
entity |
| Predicate | storyBy |
P1955
|
FINISHED |
| Object |
Jeph Loeb
Jeph Loeb is an American comic book writer, television producer, and screenwriter known for his work on major Marvel and DC titles as well as shows like "Smallville" and "Marvel's Agents of S.H.I.E.L.D."
|
E439217
|
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: Jeph Loeb | Statement: [Commando, storyBy, Jeph Loeb]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jeph Loeb Context triple: [Commando, storyBy, Jeph Loeb]
-
A.
Henry Jackman
Henry Jackman is a British film composer known for his dynamic, hybrid orchestral-electronic scores for major Hollywood blockbusters and action films.
-
B.
Paul Dini
Paul Dini is an American writer and producer best known for his influential work on Batman: The Animated Series and for co-creating the character Harley Quinn.
-
C.
Brian K. Vaughan
Brian K. Vaughan is an American comic book and television writer best known for acclaimed series such as Saga, Y: The Last Man, and his work on shows like Lost.
-
D.
Ed Brubaker
Ed Brubaker is an American comic book writer best known for his acclaimed runs on titles like Captain America, Daredevil, and Criminal, where he revitalized characters through noir-influenced, character-driven storytelling.
-
E.
Geoff Johns
Geoff Johns is a prominent American comic book writer and producer best known for revitalizing major DC Comics characters and serving as a key architect of the modern DC Universe.
- 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: Jeph Loeb Triple: [Commando, storyBy, Jeph Loeb]
Generated description
Jeph Loeb is an American comic book writer, television producer, and screenwriter known for his work on major Marvel and DC titles as well as shows like "Smallville" and "Marvel's Agents of S.H.I.E.L.D."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jeph Loeb Target entity description: Jeph Loeb is an American comic book writer, television producer, and screenwriter known for his work on major Marvel and DC titles as well as shows like "Smallville" and "Marvel's Agents of S.H.I.E.L.D."
-
A.
Henry Jackman
Henry Jackman is a British film composer known for his dynamic, hybrid orchestral-electronic scores for major Hollywood blockbusters and action films.
-
B.
Paul Dini
Paul Dini is an American writer and producer best known for his influential work on Batman: The Animated Series and for co-creating the character Harley Quinn.
-
C.
Brian K. Vaughan
Brian K. Vaughan is an American comic book and television writer best known for acclaimed series such as Saga, Y: The Last Man, and his work on shows like Lost.
-
D.
Ed Brubaker
Ed Brubaker is an American comic book writer best known for his acclaimed runs on titles like Captain America, Daredevil, and Criminal, where he revitalized characters through noir-influenced, character-driven storytelling.
-
E.
Geoff Johns
Geoff Johns is a prominent American comic book writer and producer best known for revitalizing major DC Comics characters and serving as a key architect of the modern DC Universe.
- 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_69b3453ea2b48190a26f154b3b8fece5 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b355ac05e081908411089c05fc36bd |
completed | March 13, 2026, 12:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b61380fca08190bf036a7d82cee0e7 |
completed | March 15, 2026, 2:03 a.m. |
| NEDg | Description generation | batch_69b6143adefc81908f6c639906e0fd1a |
completed | March 15, 2026, 2:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b614b00dbc8190a7ea0477bedbc96a |
completed | March 15, 2026, 2:08 a.m. |
Created at: March 12, 2026, 11:32 p.m.