Triple

T5255228
Position Surface form Disambiguated ID Type / Status
Subject Misfits E118681 entity
Predicate notableMember P10 FINISHED
Object Dr. Chud
Dr. Chud is an American drummer best known for his work with the horror punk band Misfits during their 1990s reformation.
 E506734 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. Chud | Statement: [Misfits, notableMember, Dr. Chud]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dr. Chud
Context triple: [Misfits, notableMember, Dr. Chud]
  • A. Dr. K
    Dr. K is the nickname of Dwight Gooden, a dominant Major League Baseball pitcher best known for his overpowering strikeout ability with the New York Mets in the 1980s.
  • B. Dr. Mumford
    Dr. Mumford is the fictional psychologist protagonist of the 1999 comedy-drama film "Mumford," known for his unconventional therapeutic methods in a small town.
  • C. Dr. Hilarius
    Dr. Hilarius is a sinister, possibly deranged psychiatrist in Thomas Pynchon’s novel "The Crying of Lot 49," known for his unsettling experiments and darkly comic presence.
  • D. Dr. Delmarre
    Dr. Delmarre is a key character in Isaac Asimov's science fiction novel "The Naked Sun," serving as a prominent roboticist whose death becomes the central mystery of the story.
  • E. Dr. Animo
    Dr. Animo is a recurring villain in the Ben 10 franchise, known as a mad scientist who uses genetic experiments and mutant creatures to battle Ben Tennyson.
  • 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. Chud
Triple: [Misfits, notableMember, Dr. Chud]
Generated description
Dr. Chud is an American drummer best known for his work with the horror punk band Misfits during their 1990s reformation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dr. Chud
Target entity description: Dr. Chud is an American drummer best known for his work with the horror punk band Misfits during their 1990s reformation.
  • A. Dr. K
    Dr. K is the nickname of Dwight Gooden, a dominant Major League Baseball pitcher best known for his overpowering strikeout ability with the New York Mets in the 1980s.
  • B. Dr. Mumford
    Dr. Mumford is the fictional psychologist protagonist of the 1999 comedy-drama film "Mumford," known for his unconventional therapeutic methods in a small town.
  • C. Dr. Hilarius
    Dr. Hilarius is a sinister, possibly deranged psychiatrist in Thomas Pynchon’s novel "The Crying of Lot 49," known for his unsettling experiments and darkly comic presence.
  • D. Dr. Delmarre
    Dr. Delmarre is a key character in Isaac Asimov's science fiction novel "The Naked Sun," serving as a prominent roboticist whose death becomes the central mystery of the story.
  • E. Dr. Animo
    Dr. Animo is a recurring villain in the Ben 10 franchise, known as a mad scientist who uses genetic experiments and mutant creatures to battle Ben Tennyson.
  • 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_69bd446978108190bb5f9c5c23d93f88 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7ba2f5d08190850529659901ae0f completed March 20, 2026, 4:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69befe7a1f448190acfcdfe37c962028 completed March 21, 2026, 8:24 p.m.
NEDg Description generation batch_69beff55faec8190a75a1b5f339a2c20 completed March 21, 2026, 8:28 p.m.
NED2 Entity disambiguation (via description) batch_69bf001f0d9c8190a67909a06ea41898 completed March 21, 2026, 8:31 p.m.
Created at: March 20, 2026, 1:50 p.m.