Triple

T7714371
Position Surface form Disambiguated ID Type / Status
Subject Far from Heaven E174843 entity
Predicate artDirector P7743 FINISHED
Object Mark Friedberg
Mark Friedberg is an American production designer and art director known for his work on acclaimed films such as Far from Heaven, The Ice Storm, and Joker.
 E691530 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: Mark Friedberg | Statement: [Far from Heaven, artDirector, Mark Friedberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mark Friedberg
Context triple: [Far from Heaven, artDirector, Mark Friedberg]
  • A. Jonathan Friedman
    Jonathan Friedman is a relatively common personal name shared by multiple individuals across various professional fields, including academia, law, and the arts.
  • B. Eric Friedman
    Eric Friedman is an American entrepreneur best known as the co-founder and chief technology officer of the wearable fitness technology company Fitbit.
  • C. Josh Friedman
    Josh Friedman is an American screenwriter and producer known for his work on films and television series such as "War of the Worlds," "Terminator: The Sarah Connor Chronicles," and contributions to major genre franchises.
  • D. Jan Friedman
    Jan Friedman is a member of the Friedman family, known primarily as the child of economist Rose Friedman and thus part of a prominent lineage in economic thought.
  • E. Mark Rosenthal
    Mark Rosenthal is an American screenwriter known for co-writing major Hollywood films, including contributing to the story for "Star Trek VI: The Undiscovered Country."
  • 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: Mark Friedberg
Triple: [Far from Heaven, artDirector, Mark Friedberg]
Generated description
Mark Friedberg is an American production designer and art director known for his work on acclaimed films such as Far from Heaven, The Ice Storm, and Joker.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mark Friedberg
Target entity description: Mark Friedberg is an American production designer and art director known for his work on acclaimed films such as Far from Heaven, The Ice Storm, and Joker.
  • A. Jonathan Friedman
    Jonathan Friedman is a relatively common personal name shared by multiple individuals across various professional fields, including academia, law, and the arts.
  • B. Eric Friedman
    Eric Friedman is an American entrepreneur best known as the co-founder and chief technology officer of the wearable fitness technology company Fitbit.
  • C. Josh Friedman
    Josh Friedman is an American screenwriter and producer known for his work on films and television series such as "War of the Worlds," "Terminator: The Sarah Connor Chronicles," and contributions to major genre franchises.
  • D. Jan Friedman
    Jan Friedman is a member of the Friedman family, known primarily as the child of economist Rose Friedman and thus part of a prominent lineage in economic thought.
  • E. Mark Rosenthal
    Mark Rosenthal is an American screenwriter known for co-writing major Hollywood films, including contributing to the story for "Star Trek VI: The Undiscovered Country."
  • 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_69c6995c463c8190a14458036249d419 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c702ca8f048190a6ea27b8cee2f93e completed March 27, 2026, 10:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c98bdf24bc81909b8d3f519d48ce98 completed March 29, 2026, 8:30 p.m.
NEDg Description generation batch_69c98d016f6c8190b00c231959a967da completed March 29, 2026, 8:35 p.m.
NED2 Entity disambiguation (via description) batch_69c98d567efc819096aeecc5c6e986f8 completed March 29, 2026, 8:36 p.m.
Created at: March 27, 2026, 4:04 p.m.