Triple

T8129274
Position Surface form Disambiguated ID Type / Status
Subject Elektra (2005 film) E189814 entity
Predicate screenwriter P2831 FINISHED
Object Stuart Zicherman
Stuart Zicherman is an American screenwriter and producer known for his work on films such as "Elektra" (2005) and various television projects.
E744472 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: Stuart Zicherman | Statement: [Elektra (2005 film), screenwriter, Stuart Zicherman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stuart Zicherman
Context triple: [Elektra (2005 film), screenwriter, Stuart Zicherman]
  • A. Stuart Blumberg
    Stuart Blumberg is an American screenwriter, director, and producer best known for his work on character-driven independent films, including the acclaimed drama "The Kids Are All Right."
  • B. Stuart Ullman
    Stuart Ullman is a minor character in Stephen King’s horror novel "The Shining," serving as the hotel manager who hires Jack Torrance as the winter caretaker of the Overlook Hotel.
  • C. Sam Zussman
    Sam Zussman is a sports and media executive who serves as a top business leader for the NBA’s Brooklyn Nets organization.
  • D. Stephen Goldblatt
    Stephen Goldblatt is a British cinematographer known for his work on major films such as Charlie Wilson's War, Batman Forever, and Lethal Weapon.
  • E. Stuart Ostrow
    Stuart Ostrow is an American theatrical producer and director best known for developing and producing influential Broadway musicals in the mid-20th century.
  • 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: Stuart Zicherman
Triple: [Elektra (2005 film), screenwriter, Stuart Zicherman]
Generated description
Stuart Zicherman is an American screenwriter and producer known for his work on films such as "Elektra" (2005) and various television projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stuart Zicherman
Target entity description: Stuart Zicherman is an American screenwriter and producer known for his work on films such as "Elektra" (2005) and various television projects.
  • A. Stuart Blumberg
    Stuart Blumberg is an American screenwriter, director, and producer best known for his work on character-driven independent films, including the acclaimed drama "The Kids Are All Right."
  • B. Stuart Ullman
    Stuart Ullman is a minor character in Stephen King’s horror novel "The Shining," serving as the hotel manager who hires Jack Torrance as the winter caretaker of the Overlook Hotel.
  • C. Sam Zussman
    Sam Zussman is a sports and media executive who serves as a top business leader for the NBA’s Brooklyn Nets organization.
  • D. Stephen Goldblatt
    Stephen Goldblatt is a British cinematographer known for his work on major films such as Charlie Wilson's War, Batman Forever, and Lethal Weapon.
  • E. Stuart Ostrow
    Stuart Ostrow is an American theatrical producer and director best known for developing and producing influential Broadway musicals in the mid-20th century.
  • 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_69ca82bcb4848190a9a9d036ad768642 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb43b6b4dc8190be237e6dd21c863b completed March 31, 2026, 3:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69cea7e73fd481908d3b788a26e62367 completed April 2, 2026, 5:31 p.m.
NEDg Description generation batch_69cea994f0ac819092fb34a0f2357611 completed April 2, 2026, 5:38 p.m.
NED2 Entity disambiguation (via description) batch_69ceaa4c7ba08190be86cccc3a857656 completed April 2, 2026, 5:41 p.m.
Created at: March 30, 2026, 5:34 p.m.