Triple

T11778297
Position Surface form Disambiguated ID Type / Status
Subject Invader Zim E280073 entity
Predicate hasSupportingCharacter P7748 FINISHED
Object Professor Membrane
Professor Membrane is a brilliant, overworked super-scientist and the father of Dib and Gaz in the animated series "Invader Zim," known for his advanced inventions and frequent absences.
 E946129 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 Membrane | Statement: [Invader Zim, hasSupportingCharacter, Professor Membrane]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Professor Membrane
Context triple: [Invader Zim, hasSupportingCharacter, Professor Membrane]
  • A. Professor Fig
    Professor Fig is a wise and supportive Hogwarts professor in the video game "Hogwarts Legacy" who mentors the player character through their magical journey and the central mystery of the story.
  • B. Doctor Neo Periwinkle Cortex
    Doctor Neo Periwinkle Cortex is the main villainous scientist and arch-nemesis of Crash Bandicoot in the Crash Bandicoot video game series.
  • C. Professor Garbage
    Professor Garbage is the English title of Heinrich Mann’s novel "Professor Unrat," best known as the basis for the classic film "The Blue Angel."
  • D. Professor Frink
    Professor Frink is a nerdy, hyper-intelligent yet socially awkward scientist and inventor on the animated television series "The Simpsons," known for his technobabble and eccentric behavior.
  • E. Professor Marius
    Professor Marius is a character in the Doctor Who universe known as the scientist who created the robotic dog K-9.
  • 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 Membrane
Triple: [Invader Zim, hasSupportingCharacter, Professor Membrane]
Generated description
Professor Membrane is a brilliant, overworked super-scientist and the father of Dib and Gaz in the animated series "Invader Zim," known for his advanced inventions and frequent absences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Professor Membrane
Target entity description: Professor Membrane is a brilliant, overworked super-scientist and the father of Dib and Gaz in the animated series "Invader Zim," known for his advanced inventions and frequent absences.
  • A. Professor Fig
    Professor Fig is a wise and supportive Hogwarts professor in the video game "Hogwarts Legacy" who mentors the player character through their magical journey and the central mystery of the story.
  • B. Doctor Neo Periwinkle Cortex
    Doctor Neo Periwinkle Cortex is the main villainous scientist and arch-nemesis of Crash Bandicoot in the Crash Bandicoot video game series.
  • C. Professor Garbage
    Professor Garbage is the English title of Heinrich Mann’s novel "Professor Unrat," best known as the basis for the classic film "The Blue Angel."
  • D. Professor Frink
    Professor Frink is a nerdy, hyper-intelligent yet socially awkward scientist and inventor on the animated television series "The Simpsons," known for his technobabble and eccentric behavior.
  • E. Professor Marius
    Professor Marius is a character in the Doctor Who universe known as the scientist who created the robotic dog K-9.
  • 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_69d6ab01d2688190ad8ed6bda487eaa5 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a560bf548190afab3ad14f953a71 completed April 10, 2026, 7:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69f090b8f4c481908cb3cf03875c0e24 completed April 28, 2026, 10:49 a.m.
NEDg Description generation batch_69f0bd3e585481908223acfd780a72a2 completed April 28, 2026, 1:59 p.m.
NED2 Entity disambiguation (via description) batch_69f0ef31076c8190b33a6a2778d7ffbb completed April 28, 2026, 5:32 p.m.
Created at: April 8, 2026, 9:42 p.m.