Triple
T11705307
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ratchet & Clank |
E278222
|
entity |
| Predicate | hasCharacter |
P2308
|
FINISHED |
| Object |
Dr. Nefarious
Dr. Nefarious is a recurring robotic supervillain and primary antagonist in the Ratchet & Clank video game series, known for his maniacal personality and comedic incompetence.
|
E942452
|
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. Nefarious | Statement: [Ratchet & Clank, hasCharacter, Dr. Nefarious]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dr. Nefarious Context triple: [Ratchet & Clank, hasCharacter, Dr. Nefarious]
-
A.
Dr. Nefario
Dr. Nefario is the elderly, gadget-inventing mad scientist who serves as Gru’s loyal but eccentric assistant in the Despicable Me franchise.
-
B.
Dr. Evil
Dr. Evil is the bald, over-the-top supervillain and comedic arch-nemesis of Austin Powers in the Austin Powers film series.
-
C.
Doctor Nefarious Tropy
Doctor Nefarious Tropy is a time-manipulating villain and master of temporal technology in the Crash Bandicoot video game series.
-
D.
Professor Calamitous
Professor Calamitous is a bumbling yet dangerously ambitious evil genius and recurring villain from the animated series "The Adventures of Jimmy Neutron: Boy Genius."
-
E.
Dick Dastardly
Dick Dastardly is a cartoon villain best known as the mustache-twirling, scheming racer who constantly cheats and fails in the Hanna-Barbera series "Wacky Races."
- 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. Nefarious Triple: [Ratchet & Clank, hasCharacter, Dr. Nefarious]
Generated description
Dr. Nefarious is a recurring robotic supervillain and primary antagonist in the Ratchet & Clank video game series, known for his maniacal personality and comedic incompetence.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dr. Nefarious Target entity description: Dr. Nefarious is a recurring robotic supervillain and primary antagonist in the Ratchet & Clank video game series, known for his maniacal personality and comedic incompetence.
-
A.
Dr. Nefario
Dr. Nefario is the elderly, gadget-inventing mad scientist who serves as Gru’s loyal but eccentric assistant in the Despicable Me franchise.
-
B.
Dr. Evil
Dr. Evil is the bald, over-the-top supervillain and comedic arch-nemesis of Austin Powers in the Austin Powers film series.
-
C.
Doctor Nefarious Tropy
Doctor Nefarious Tropy is a time-manipulating villain and master of temporal technology in the Crash Bandicoot video game series.
-
D.
Professor Calamitous
Professor Calamitous is a bumbling yet dangerously ambitious evil genius and recurring villain from the animated series "The Adventures of Jimmy Neutron: Boy Genius."
-
E.
Dick Dastardly
Dick Dastardly is a cartoon villain best known as the mustache-twirling, scheming racer who constantly cheats and fails in the Hanna-Barbera series "Wacky Races."
- 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_69d6aaff2ce88190b4a1e4b341ad5377 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8a49c8c38819083d83f5fdec52b7f |
completed | April 10, 2026, 7:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ef836388bc8190827ce4af609d8b61 |
completed | April 27, 2026, 3:40 p.m. |
| NEDg | Description generation | batch_69ef96b0169081909ad5c5d40a006e64 |
completed | April 27, 2026, 5:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69efb4dad6a481909a54511b6233993b |
completed | April 27, 2026, 7:11 p.m. |
Created at: April 8, 2026, 9:40 p.m.