Triple
T7518297
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Phineas and Ferb |
E177700
|
entity |
| Predicate | hasMainCharacter |
P1183
|
FINISHED |
| Object |
Dr. Heinz Doofenshmirtz
Dr. Heinz Doofenshmirtz is a bumbling, melodramatic evil scientist and recurring antagonist from the animated series "Phineas and Ferb," known for his elaborate "inator" inventions and comedic schemes.
|
E670374
|
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: Dr. Heinz Doofenshmirtz | Statement: [Phineas and Ferb, hasMainCharacter, Dr. Heinz Doofenshmirtz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dr. Heinz Doofenshmirtz Context triple: [Phineas and Ferb, hasMainCharacter, Dr. Heinz Doofenshmirtz]
-
A.
Dr. Evil
Dr. Evil is the bald, over-the-top supervillain and comedic arch-nemesis of Austin Powers in the Austin Powers film series.
-
B.
Professor E. Gadd
Professor E. Gadd is an eccentric ghost researcher and inventor in the Mario series, best known for equipping Luigi with gadgets like the Poltergust vacuum in the Luigi’s Mansion games.
-
C.
Dr. Igor
Dr. Igor is a psychiatrist in Paulo Coelho’s novel "Veronika Decides to Die," known for his controversial experimental approach to treating patients in a mental institution.
-
D.
Dr. Bunsen Honeydew
Dr. Bunsen Honeydew is the bespectacled, bald-headed Muppet scientist known for his eccentric inventions and experiments, often conducted with his hapless assistant Beaker.
-
E.
Doctor Neo Cortex
Doctor Neo Cortex is the mad scientist and primary villain of the Crash Bandicoot video game series, known for his schemes to conquer the world using genetically enhanced animals.
- 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: Dr. Heinz Doofenshmirtz Triple: [Phineas and Ferb, hasMainCharacter, Dr. Heinz Doofenshmirtz]
Generated description
Dr. Heinz Doofenshmirtz is a bumbling, melodramatic evil scientist and recurring antagonist from the animated series "Phineas and Ferb," known for his elaborate "inator" inventions and comedic schemes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dr. Heinz Doofenshmirtz Target entity description: Dr. Heinz Doofenshmirtz is a bumbling, melodramatic evil scientist and recurring antagonist from the animated series "Phineas and Ferb," known for his elaborate "inator" inventions and comedic schemes.
-
A.
Dr. Evil
Dr. Evil is the bald, over-the-top supervillain and comedic arch-nemesis of Austin Powers in the Austin Powers film series.
-
B.
Professor E. Gadd
Professor E. Gadd is an eccentric ghost researcher and inventor in the Mario series, best known for equipping Luigi with gadgets like the Poltergust vacuum in the Luigi’s Mansion games.
-
C.
Dr. Igor
Dr. Igor is a psychiatrist in Paulo Coelho’s novel "Veronika Decides to Die," known for his controversial experimental approach to treating patients in a mental institution.
-
D.
Dr. Bunsen Honeydew
Dr. Bunsen Honeydew is the bespectacled, bald-headed Muppet scientist known for his eccentric inventions and experiments, often conducted with his hapless assistant Beaker.
-
E.
Doctor Neo Cortex
Doctor Neo Cortex is the mad scientist and primary villain of the Crash Bandicoot video game series, known for his schemes to conquer the world using genetically enhanced animals.
- 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_69c69f2891148190a484f3b8222c6f1b |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f5f850c081909e697219071293fc |
completed | March 27, 2026, 9:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8462610b481909fa74023852b0154 |
completed | March 28, 2026, 9:20 p.m. |
| NEDg | Description generation | batch_69c8471da6c481909b48db7ad6e9426d |
completed | March 28, 2026, 9:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c848026e90819098d0b419101f91e1 |
completed | March 28, 2026, 9:28 p.m. |
Created at: March 27, 2026, 3:46 p.m.