Triple
T7376196
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ebon Moss-Bachrach |
E170128
|
entity |
| Predicate | playedCharacter |
P1507
|
FINISHED |
| Object |
David Lieberman / Micro in The Punisher
David Lieberman, also known as Micro, is a former NSA analyst and skilled hacker who becomes Frank Castle’s clandestine ally and tech support in the Marvel series The Punisher.
|
E659955
|
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: David Lieberman / Micro in The Punisher | Statement: [Ebon Moss-Bachrach, playedCharacter, David Lieberman / Micro in The Punisher]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Lieberman / Micro in The Punisher Context triple: [Ebon Moss-Bachrach, playedCharacter, David Lieberman / Micro in The Punisher]
-
A.
Punisher
Punisher is a Marvel Comics antihero vigilante, typically depicted as Frank Castle, who wages a one-man war on crime using lethal force and military tactics.
-
B.
Punisher
Punisher is Phoebe Bridgers' critically acclaimed 2020 indie rock album known for its intimate songwriting and atmospheric, melancholic sound.
-
C.
Frank Augustus Miller
Frank Augustus Miller was an American hotelier and civic leader best known for developing and expanding the Mission Inn in Riverside, California into a landmark destination.
-
D.
Phil Urich
Phil Urich is a Marvel Comics character who briefly became a heroic version of the Green Goblin before later adopting other villainous identities.
-
E.
Eddie Brock / Venom in Venom
Eddie Brock / Venom in Venom is a troubled investigative journalist who becomes the host of a powerful alien symbiote, transforming into the antihero known as Venom.
- 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: David Lieberman / Micro in The Punisher Triple: [Ebon Moss-Bachrach, playedCharacter, David Lieberman / Micro in The Punisher]
Generated description
David Lieberman, also known as Micro, is a former NSA analyst and skilled hacker who becomes Frank Castle’s clandestine ally and tech support in the Marvel series The Punisher.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David Lieberman / Micro in The Punisher Target entity description: David Lieberman, also known as Micro, is a former NSA analyst and skilled hacker who becomes Frank Castle’s clandestine ally and tech support in the Marvel series The Punisher.
-
A.
Punisher
Punisher is Phoebe Bridgers' critically acclaimed 2020 indie rock album known for its intimate songwriting and atmospheric, melancholic sound.
-
B.
Punisher
Punisher is a Marvel Comics antihero vigilante, typically depicted as Frank Castle, who wages a one-man war on crime using lethal force and military tactics.
-
C.
Frank Augustus Miller
Frank Augustus Miller was an American hotelier and civic leader best known for developing and expanding the Mission Inn in Riverside, California into a landmark destination.
-
D.
Phil Urich
Phil Urich is a Marvel Comics character who briefly became a heroic version of the Green Goblin before later adopting other villainous identities.
-
E.
Eddie Brock / Venom in Venom
Eddie Brock / Venom in Venom is a troubled investigative journalist who becomes the host of a powerful alien symbiote, transforming into the antihero known as Venom.
- 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_69c68a5bfaac81909ce7f001dfb70c76 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f1a8b18c8190ad1a19521eda2319 |
completed | March 27, 2026, 9:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c802d15a8481908e43701459607276 |
completed | March 28, 2026, 4:33 p.m. |
| NEDg | Description generation | batch_69c803ad72308190a9640f2fb043daab |
completed | March 28, 2026, 4:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8043121988190b7c9ea0f786296c2 |
completed | March 28, 2026, 4:39 p.m. |
Created at: March 27, 2026, 3:07 p.m.