Triple

T5822834
Position Surface form Disambiguated ID Type / Status
Subject Enemy of the State E129150 entity
Predicate screenwriter P2831 FINISHED
Object David Marconi
David Marconi is an American screenwriter and filmmaker best known for writing high-concept action thrillers such as "Enemy of the State" and contributing to major studio projects.
E548384 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: David Marconi | Statement: [Enemy of the State, screenwriter, David Marconi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Marconi
Context triple: [Enemy of the State, screenwriter, David Marconi]
  • A. Charles Cioffi
    Charles Cioffi is an American character actor known for his supporting roles in film and television, particularly in dramas and crime series from the 1970s and 1980s.
  • B. John Cioffi
    John Cioffi is an American electrical engineer and Stanford professor emeritus renowned as the "father of DSL" for his pioneering work in high-speed digital communications over telephone lines.
  • C. George Nolfi
    George Nolfi is an American filmmaker and screenwriter known for writing and directing the sci-fi romantic thriller "The Adjustment Bureau" and contributing to films like "Ocean's Twelve" and "The Bourne Ultimatum."
  • D. William Botti
    William Botti is a video game industry figure best known as a co-founder of the game development studio Treyarch.
  • E. Conrad Marca-Relli
    Conrad Marca-Relli was an Italian-American Abstract Expressionist painter and collage artist associated with the New York School.
  • 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: David Marconi
Triple: [Enemy of the State, screenwriter, David Marconi]
Generated description
David Marconi is an American screenwriter and filmmaker best known for writing high-concept action thrillers such as "Enemy of the State" and contributing to major studio projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Marconi
Target entity description: David Marconi is an American screenwriter and filmmaker best known for writing high-concept action thrillers such as "Enemy of the State" and contributing to major studio projects.
  • A. Charles Cioffi
    Charles Cioffi is an American character actor known for his supporting roles in film and television, particularly in dramas and crime series from the 1970s and 1980s.
  • B. John Cioffi
    John Cioffi is an American electrical engineer and Stanford professor emeritus renowned as the "father of DSL" for his pioneering work in high-speed digital communications over telephone lines.
  • C. George Nolfi
    George Nolfi is an American filmmaker and screenwriter known for writing and directing the sci-fi romantic thriller "The Adjustment Bureau" and contributing to films like "Ocean's Twelve" and "The Bourne Ultimatum."
  • D. William Botti
    William Botti is a video game industry figure best known as a co-founder of the game development studio Treyarch.
  • E. Conrad Marca-Relli
    Conrad Marca-Relli was an Italian-American Abstract Expressionist painter and collage artist associated with the New York School.
  • 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_69c0084869e881908d7859492183ca7b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0341715bc81909568b00ccc79869d completed March 22, 2026, 6:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0985ab01c8190ac03cb95427c688d completed March 23, 2026, 1:33 a.m.
NEDg Description generation batch_69c0993ebad08190a5470e0e345b6211 completed March 23, 2026, 1:37 a.m.
NED2 Entity disambiguation (via description) batch_69c09a13a19c8190a04807755d16fb95 completed March 23, 2026, 1:40 a.m.
Created at: March 22, 2026, 3:53 p.m.