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.