Triple

T2352041
Position Surface form Disambiguated ID Type / Status
Subject The Black Dahlia E47468 entity
Predicate screenwriter P2831 FINISHED
Object 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.
E351698 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: Josh Friedman | Statement: [The Black Dahlia, screenwriter, Josh Friedman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Josh Friedman
Context triple: [The Black Dahlia, screenwriter, Josh Friedman]
  • A. 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.
  • B. Nick Frenkel
    Nick Frenkel is a television producer best known for his work as an executive producer on the long-running comedy series "It's Always Sunny in Philadelphia."
  • C. Dov Frohman
    Dov Frohman is an Israeli engineer and inventor best known for pioneering the EPROM (erasable programmable read-only memory) and for his leadership role at Intel Israel.
  • D. Josh Goldstein
    Josh Goldstein is a screenwriter best known for co-writing the story for Disney’s adventure film "Jungle Cruise."
  • E. Jon Rubinstein
    Jon Rubinstein is an American computer engineer and executive best known for his key role in developing Apple's iPod and later leading Palm as CEO.
  • 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: Josh Friedman
Triple: [The Black Dahlia, screenwriter, Josh Friedman]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Josh Friedman
Target entity description: 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.
  • A. 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.
  • B. Nick Frenkel
    Nick Frenkel is a television producer best known for his work as an executive producer on the long-running comedy series "It's Always Sunny in Philadelphia."
  • C. Dov Frohman
    Dov Frohman is an Israeli engineer and inventor best known for pioneering the EPROM (erasable programmable read-only memory) and for his leadership role at Intel Israel.
  • D. Josh Goldstein
    Josh Goldstein is a screenwriter best known for co-writing the story for Disney’s adventure film "Jungle Cruise."
  • E. Jon Rubinstein
    Jon Rubinstein is an American computer engineer and executive best known for his key role in developing Apple's iPod and later leading Palm as CEO.
  • 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_69a88a1b678c8190bce986922ba60ce0 completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abc6f8ff548190b07505310e2bf0b9 completed March 7, 2026, 6:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69b324b9ba9c8190bfba5d7539cffeb2 completed March 12, 2026, 8:40 p.m.
NEDg Description generation batch_69b32882dbc481908998c6d9e8dfc007 completed March 12, 2026, 8:56 p.m.
NED2 Entity disambiguation (via description) batch_69b32974082881909d6e8bc8e5e71bc0 completed March 12, 2026, 9 p.m.
Created at: March 4, 2026, 7:54 p.m.