Triple

T22596088
Position Surface form Disambiguated ID Type / Status
Subject Fathers and Daughters E574684 entity
Predicate screenwriter P2831 FINISHED
Object Brad Desch
Brad Desch is an American screenwriter known for his work on feature films, including the drama "Fathers and Daughters."
E1545267 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: Brad Desch | Statement: [Fathers and Daughters, screenwriter, Brad Desch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Brad Desch
Context triple: [Fathers and Daughters, screenwriter, Brad Desch]
  • A. Bruce Kulick
    Bruce Kulick is an American rock guitarist best known for his long tenure as lead guitarist for the band Kiss during the 1980s and early 1990s.
  • B. Dennis DeYoung
    Dennis DeYoung is an American singer, songwriter, and keyboardist best known as a founding member and lead vocalist of the rock band Styx.
  • C. Rudy Sarzo
    Rudy Sarzo is a Cuban-American hard rock and heavy metal bassist best known for his work with bands like Quiet Riot, Ozzy Osbourne, and Whitesnake.
  • D. Deryck Guyler
    Deryck Guyler was a British character actor and comedian best known for his roles in mid-20th-century radio and television sitcoms.
  • E. Jack Blades
    Jack Blades is an American rock bassist, singer, and songwriter best known as a founding member of Night Ranger and for his work with the supergroup Damn Yankees.
  • 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: Brad Desch
Triple: [Fathers and Daughters, screenwriter, Brad Desch]
Generated description
Brad Desch is an American screenwriter known for his work on feature films, including the drama "Fathers and Daughters."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Brad Desch
Target entity description: Brad Desch is an American screenwriter known for his work on feature films, including the drama "Fathers and Daughters."
  • A. Bruce Kulick
    Bruce Kulick is an American rock guitarist best known for his long tenure as lead guitarist for the band Kiss during the 1980s and early 1990s.
  • B. Dennis DeYoung
    Dennis DeYoung is an American singer, songwriter, and keyboardist best known as a founding member and lead vocalist of the rock band Styx.
  • C. Rudy Sarzo
    Rudy Sarzo is a Cuban-American hard rock and heavy metal bassist best known for his work with bands like Quiet Riot, Ozzy Osbourne, and Whitesnake.
  • D. Deryck Guyler
    Deryck Guyler was a British character actor and comedian best known for his roles in mid-20th-century radio and television sitcoms.
  • E. Jack Blades
    Jack Blades is an American rock bassist, singer, and songwriter best known as a founding member of Night Ranger and for his work with the supergroup Damn Yankees.
  • 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_69e245bc11308190b69d794d5d1e0bb6 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f16268cb54819084a0f27ec0473f35 completed April 29, 2026, 1:44 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b3d61e0288190b644e5785f2379da completed May 18, 2026, 4:25 p.m.
NEDg Description generation batch_6a0b45be8b088190ad60342c64b4e064 completed May 18, 2026, 5 p.m.
NED2 Entity disambiguation (via description) batch_6a0b46369ac88190adc810e486f21604 completed May 18, 2026, 5:02 p.m.
Created at: April 17, 2026, 2:50 p.m.