Triple
T14239148
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Inferno |
E352961
|
entity |
| Predicate | featuresCharacter |
P626
|
FINISHED |
| Object |
Professor Stahlman
Professor Stahlman is a fictional scientist and antagonist in the "Doctor Who" serial "Inferno," whose dangerous experiments threaten catastrophic consequences.
|
E1088287
|
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: Professor Stahlman | Statement: [Inferno, featuresCharacter, Professor Stahlman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Professor Stahlman Context triple: [Inferno, featuresCharacter, Professor Stahlman]
-
A.
Professor Groeteschele
Professor Groeteschele is a hardline, hawkish nuclear strategist in the Cold War thriller "Fail Safe," known for his chillingly rational advocacy of preemptive nuclear war.
-
B.
Professor Trevor Bruttenholm
Professor Trevor Bruttenholm is a scholarly occult expert and founding member of the Bureau for Paranormal Research and Defense who discovers, raises, and mentors the demon hero Hellboy.
-
C.
Professor LeBlanc
Professor LeBlanc is a recurring comedic character from the classic American radio and television series "The Jack Benny Program."
-
D.
Professor Thorton
Professor Thorton is a Marvel Comics scientist associated with the Weapon Plus program, known for his role in creating and experimenting on super-soldiers like Wolverine.
-
E.
Professor Unrat
Professor Unrat is a satirical novel by Heinrich Mann that critiques bourgeois morality through the story of a repressed schoolteacher whose obsession with a cabaret singer leads to his downfall.
- 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: Professor Stahlman Triple: [Inferno, featuresCharacter, Professor Stahlman]
Generated description
Professor Stahlman is a fictional scientist and antagonist in the "Doctor Who" serial "Inferno," whose dangerous experiments threaten catastrophic consequences.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Professor Stahlman Target entity description: Professor Stahlman is a fictional scientist and antagonist in the "Doctor Who" serial "Inferno," whose dangerous experiments threaten catastrophic consequences.
-
A.
Professor Groeteschele
Professor Groeteschele is a hardline, hawkish nuclear strategist in the Cold War thriller "Fail Safe," known for his chillingly rational advocacy of preemptive nuclear war.
-
B.
Professor Trevor Bruttenholm
Professor Trevor Bruttenholm is a scholarly occult expert and founding member of the Bureau for Paranormal Research and Defense who discovers, raises, and mentors the demon hero Hellboy.
-
C.
Professor LeBlanc
Professor LeBlanc is a recurring comedic character from the classic American radio and television series "The Jack Benny Program."
-
D.
Professor Thorton
Professor Thorton is a Marvel Comics scientist associated with the Weapon Plus program, known for his role in creating and experimenting on super-soldiers like Wolverine.
-
E.
Professor Unrat
Professor Unrat is a satirical novel by Heinrich Mann that critiques bourgeois morality through the story of a repressed schoolteacher whose obsession with a cabaret singer leads to his downfall.
- 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_69d8278adc7c8190a9218d69bce3c4e6 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de62432fb48190b153805b85c4f2d2 |
completed | April 14, 2026, 3:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd281f80548190ad489c418f27e82c |
completed | May 8, 2026, 12:02 a.m. |
| NEDg | Description generation | batch_69fd2b2363f881909e04edd850166dd5 |
completed | May 8, 2026, 12:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd2cf1a1248190a97644dadf1717bc |
completed | May 8, 2026, 12:23 a.m. |
Created at: April 10, 2026, 1:08 a.m.