Triple

T10821098
Position Surface form Disambiguated ID Type / Status
Subject Girl Genius E255370 entity
Predicate hasConcept P531 FINISHED
Object Sparks (mad scientists)
Sparks (mad scientists) are the eccentric, hyper-intelligent inventors in the Girl Genius universe whose unstable genius drives both wondrous creations and catastrophic chaos.
E888116 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: Sparks (mad scientists) | Statement: [Girl Genius, hasConcept, Sparks (mad scientists)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sparks (mad scientists)
Context triple: [Girl Genius, hasConcept, Sparks (mad scientists)]
  • A. Mr. Spacely
    Mr. Spacely is the short-tempered, demanding boss of George Jetson and owner of Spacely Space Sprockets in the animated television series "The Jetsons."
  • B. Mr. Science
    Mr. Science is a symbolic figure representing the ideals of modern scientific rationality and progress that Chinese intellectuals championed during the May Fourth Movement.
  • C. Gadget Man
    Gadget Man is a British television series that humorously reviews and demonstrates consumer technology and innovative gadgets in everyday situations.
  • D. Dexter Pratt
    Dexter Pratt was a 19th-century New England resident best known as the real-life blacksmith who inspired the character in Henry Wadsworth Longfellow’s poem “The Village Blacksmith.”
  • E. Sylvester
    Sylvester is the birth name of Pope Sylvester I, a 4th-century bishop of Rome associated with the early Christian Church during the reign of Emperor Constantine.
  • 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: Sparks (mad scientists)
Triple: [Girl Genius, hasConcept, Sparks (mad scientists)]
Generated description
Sparks (mad scientists) are the eccentric, hyper-intelligent inventors in the Girl Genius universe whose unstable genius drives both wondrous creations and catastrophic chaos.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sparks (mad scientists)
Target entity description: Sparks (mad scientists) are the eccentric, hyper-intelligent inventors in the Girl Genius universe whose unstable genius drives both wondrous creations and catastrophic chaos.
  • A. Mr. Spacely
    Mr. Spacely is the short-tempered, demanding boss of George Jetson and owner of Spacely Space Sprockets in the animated television series "The Jetsons."
  • B. Mr. Science
    Mr. Science is a symbolic figure representing the ideals of modern scientific rationality and progress that Chinese intellectuals championed during the May Fourth Movement.
  • C. Gadget Man
    Gadget Man is a British television series that humorously reviews and demonstrates consumer technology and innovative gadgets in everyday situations.
  • D. Dexter Pratt
    Dexter Pratt was a 19th-century New England resident best known as the real-life blacksmith who inspired the character in Henry Wadsworth Longfellow’s poem “The Village Blacksmith.”
  • E. Sylvester
    Sylvester is the birth name of Pope Sylvester I, a 4th-century bishop of Rome associated with the early Christian Church during the reign of Emperor Constantine.
  • 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_69d6aa8081448190a9324184f2bd1c26 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d73449eee88190afa52c4e6ef96baa completed April 9, 2026, 5:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69de8578428c8190a25d9008881d0114 completed April 14, 2026, 6:20 p.m.
NEDg Description generation batch_69de8e6f3fac8190bcd1675978d6d6d7 completed April 14, 2026, 6:58 p.m.
NED2 Entity disambiguation (via description) batch_69de8fa679cc81909cb51035e5403ce9 completed April 14, 2026, 7:04 p.m.
Created at: April 8, 2026, 9:18 p.m.