Triple
T16329248
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malcolm Merlyn |
E396503
|
entity |
| Predicate | allyOf |
P4662
|
FINISHED |
| Object |
Eobard Thawne
Eobard Thawne is a time-traveling supervillain in DC Comics, best known as the Reverse-Flash and archenemy of the Flash, possessing super-speed and a deep obsession with destroying Barry Allen’s life.
|
E1206552
|
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: Eobard Thawne | Statement: [Malcolm Merlyn, allyOf, Eobard Thawne]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Eobard Thawne Context triple: [Malcolm Merlyn, allyOf, Eobard Thawne]
-
A.
Atrocitus
Atrocitus is a powerful and vengeful Red Lantern leader in DC Comics, known for wielding rage-fueled ring energy against the Green Lantern Corps.
-
B.
Vandal Savage
Vandal Savage is an immortal DC Comics supervillain and criminal mastermind who has battled heroes across centuries, including teams like the Justice Society of America.
-
C.
Darren Cross
Darren Cross is a Marvel Comics supervillain and the primary antagonist in the film "Ant-Man," where he becomes the armored Yellowjacket after attempting to weaponize Pym Particle technology.
-
D.
Mister Negative
Mister Negative is a Marvel Comics supervillain and crime lord with dual personalities and the power to manipulate dark energy, often serving as a major foe of Spider-Man.
-
E.
Toyman
Toyman is a DC Comics supervillain known for using deadly toy-themed gadgets and elaborate traps to battle Superman in Metropolis.
- 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: Eobard Thawne Triple: [Malcolm Merlyn, allyOf, Eobard Thawne]
Generated description
Eobard Thawne is a time-traveling supervillain in DC Comics, best known as the Reverse-Flash and archenemy of the Flash, possessing super-speed and a deep obsession with destroying Barry Allen’s life.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Eobard Thawne Target entity description: Eobard Thawne is a time-traveling supervillain in DC Comics, best known as the Reverse-Flash and archenemy of the Flash, possessing super-speed and a deep obsession with destroying Barry Allen’s life.
-
A.
Atrocitus
Atrocitus is a powerful and vengeful Red Lantern leader in DC Comics, known for wielding rage-fueled ring energy against the Green Lantern Corps.
-
B.
Vandal Savage
Vandal Savage is an immortal DC Comics supervillain and criminal mastermind who has battled heroes across centuries, including teams like the Justice Society of America.
-
C.
Darren Cross
Darren Cross is a Marvel Comics supervillain and the primary antagonist in the film "Ant-Man," where he becomes the armored Yellowjacket after attempting to weaponize Pym Particle technology.
-
D.
Mister Negative
Mister Negative is a Marvel Comics supervillain and crime lord with dual personalities and the power to manipulate dark energy, often serving as a major foe of Spider-Man.
-
E.
Toyman
Toyman is a DC Comics supervillain known for using deadly toy-themed gadgets and elaborate traps to battle Superman in Metropolis.
- 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_69d87f255b788190a400eba031dd85d8 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e2c4ddc5608190b24fe2e871691470 |
completed | April 17, 2026, 11:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00261134108190812da262b424a476 |
completed | May 10, 2026, 6:30 a.m. |
| NEDg | Description generation | batch_6a0026c9b5c481908f60d2ebfb3f71d7 |
completed | May 10, 2026, 6:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00273dd8fc8190b84b8a96442781ee |
completed | May 10, 2026, 6:35 a.m. |
Created at: April 10, 2026, 5:07 a.m.