Triple

T17554258
Position Surface form Disambiguated ID Type / Status
Subject WLUP-FM E427548 entity
Predicate notablePersonality P7128 FINISHED
Object Mancow Muller
Mancow Muller is an American radio and television personality best known for his provocative, shock-jock style talk shows.
 E35404 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: Mancow Muller | Statement: [WLUP-FM, notablePersonality, Mancow Muller]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mancow Muller
Context triple: [WLUP-FM, notablePersonality, Mancow Muller]
  • A. Mickey Wolfmann
    Mickey Wolfmann is a wealthy, eccentric real-estate mogul who becomes a central missing-person figure in Thomas Pynchon’s novel "Inherent Vice."
  • B. Mullett
    Mullett is a surname most notably associated with Alfred B. Mullett, a 19th-century American architect known for designing prominent federal buildings.
  • C. Bamba Müller
    Bamba Müller was the German-Ethiopian wife of Maharaja Duleep Singh, the last Maharaja of the Sikh Empire, and mother of several of his children in exile in Britain.
  • D. Müller
    Müller is a common German surname, equivalent to "Miller" in English, historically associated with the occupation of operating a mill.
  • E. Mutt Carey
    Mutt Carey was an American jazz trumpeter known for his work in early New Orleans jazz bands and recordings, particularly in the 1920s and 1930s.
  • 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: Mancow Muller
Triple: [WLUP-FM, notablePersonality, Mancow Muller]
Generated description
Mancow Muller is an American radio and television personality best known for his provocative, shock-jock style talk shows.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mancow Muller
Target entity description: Mancow Muller is an American radio and television personality best known for his provocative, shock-jock style talk shows.
  • A. Mickey Wolfmann
    Mickey Wolfmann is a wealthy, eccentric real-estate mogul who becomes a central missing-person figure in Thomas Pynchon’s novel "Inherent Vice."
  • B. Mullett
    Mullett is a surname most notably associated with Alfred B. Mullett, a 19th-century American architect known for designing prominent federal buildings.
  • C. Bamba Müller
    Bamba Müller was the German-Ethiopian wife of Maharaja Duleep Singh, the last Maharaja of the Sikh Empire, and mother of several of his children in exile in Britain.
  • D. Müller chosen
    Müller is a common German surname, equivalent to "Miller" in English, historically associated with the occupation of operating a mill.
  • E. Mutt Carey
    Mutt Carey was an American jazz trumpeter known for his work in early New Orleans jazz bands and recordings, particularly in the 1920s and 1930s.
  • F. None of above.

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_69d889df6dc081908f67dbadc03c07ee completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e45620983c81909e71f938ce934efa completed April 19, 2026, 4:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01d292c4048190ba1f1b9fa74f7438 completed May 11, 2026, 12:58 p.m.
NEDg Description generation batch_6a01d71c86e4819091f4e5f5ed24261f completed May 11, 2026, 1:18 p.m.
NED2 Entity disambiguation (via description) batch_6a01d7a77e408190860c3c4e4dc769df completed May 11, 2026, 1:20 p.m.
Created at: April 10, 2026, 5:50 a.m.