Triple

T10102071
Position Surface form Disambiguated ID Type / Status
Subject Captain "Howling Mad" Murdock E216225 entity
Predicate createdBy P806 FINISHED
Object Frank Lupo
Frank Lupo was an American television writer and producer best known for co-creating popular 1980s action series such as The A-Team and Hunter.
 E856644 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: Frank Lupo | Statement: [Captain "Howling Mad" Murdock, createdBy, Frank Lupo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Frank Lupo
Context triple: [Captain "Howling Mad" Murdock, createdBy, Frank Lupo]
  • A. Frank Laico
    Frank Laico was an American recording engineer renowned for his work at Columbia Records, where he helped shape the sound of landmark jazz and popular music albums in the mid-20th century.
  • B. Sam Butera
    Sam Butera was an American tenor saxophonist, bandleader, and key member of Louis Prima’s backing band The Witnesses, known for his energetic jump blues and showmanship.
  • C. Sam Lombardo
    Sam Lombardo is the charismatic high school guidance counselor at the center of the twisting sexual assault and conspiracy plot in the 1998 neo-noir thriller film "Wild Things."
  • D. Vince LaRocca
    Vince LaRocca is a mob-connected antagonist from the film "Sister Act," serving as the violent ex-boyfriend whose actions force Deloris Van Cartier into witness protection.
  • E. Ralph Cifaretto
    Ralph Cifaretto is a volatile, sadistic mob captain in the HBO series "The Sopranos," known for his cruelty, dark humor, and pivotal role in several of the show's most shocking storylines.
  • 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: Frank Lupo
Triple: [Captain "Howling Mad" Murdock, createdBy, Frank Lupo]
Generated description
Frank Lupo was an American television writer and producer best known for co-creating popular 1980s action series such as The A-Team and Hunter.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Frank Lupo
Target entity description: Frank Lupo was an American television writer and producer best known for co-creating popular 1980s action series such as The A-Team and Hunter.
  • A. Frank Laico
    Frank Laico was an American recording engineer renowned for his work at Columbia Records, where he helped shape the sound of landmark jazz and popular music albums in the mid-20th century.
  • B. Sam Butera
    Sam Butera was an American tenor saxophonist, bandleader, and key member of Louis Prima’s backing band The Witnesses, known for his energetic jump blues and showmanship.
  • C. Sam Lombardo
    Sam Lombardo is the charismatic high school guidance counselor at the center of the twisting sexual assault and conspiracy plot in the 1998 neo-noir thriller film "Wild Things."
  • D. Vince LaRocca
    Vince LaRocca is a mob-connected antagonist from the film "Sister Act," serving as the violent ex-boyfriend whose actions force Deloris Van Cartier into witness protection.
  • E. Ralph Cifaretto
    Ralph Cifaretto is a volatile, sadistic mob captain in the HBO series "The Sopranos," known for his cruelty, dark humor, and pivotal role in several of the show's most shocking storylines.
  • 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_69ca83d039f08190b9d10363221c69fb completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cdd099c21c819097aac4f0f168a2da completed April 2, 2026, 2:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69d74fc3f9608190b4472b2b87009cca completed April 9, 2026, 7:05 a.m.
NEDg Description generation batch_69d751122d208190abaa4fd72a07643b completed April 9, 2026, 7:11 a.m.
NED2 Entity disambiguation (via description) batch_69d751d4aa908190a825322ebf0066af completed April 9, 2026, 7:14 a.m.
Created at: March 30, 2026, 9:02 p.m.