Triple

T15301760
Position Surface form Disambiguated ID Type / Status
Subject David D. Friedman E365805 entity
Predicate name P16 FINISHED
Object David Director Friedman
David Director Friedman is an American economist, legal scholar, and libertarian theorist known for his influential work on anarcho-capitalism and the economic analysis of law.
E1149253 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 Director Friedman | Statement: [David D. Friedman, name, David Director Friedman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Director Friedman
Context triple: [David D. Friedman, name, David Director Friedman]
  • 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. Jud Friedman
    Jud Friedman is an American songwriter and producer best known for co-writing major pop and R&B ballads, including hits for artists like Whitney Houston.
  • 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 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.
  • 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 Director Friedman
Triple: [David D. Friedman, name, David Director Friedman]
Generated description
David Director Friedman is an American economist, legal scholar, and libertarian theorist known for his influential work on anarcho-capitalism and the economic analysis of law.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Director Friedman
Target entity description: David Director Friedman is an American economist, legal scholar, and libertarian theorist known for his influential work on anarcho-capitalism and the economic analysis of law.
  • 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. Jud Friedman
    Jud Friedman is an American songwriter and producer best known for co-writing major pop and R&B ballads, including hits for artists like Whitney Houston.
  • 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 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.
  • 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_69d85a113ee881908e297a1d38dd79fa completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0368869f8819098cf9e7801e37548 completed April 16, 2026, 1:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69feef8513a08190b2d2a7dde85dd43d completed May 9, 2026, 8:25 a.m.
NEDg Description generation batch_69fef23de4688190beeb59ef43891e3d completed May 9, 2026, 8:37 a.m.
NED2 Entity disambiguation (via description) batch_69fef2d8fe04819084bb3deb6859d746 completed May 9, 2026, 8:39 a.m.
Created at: April 10, 2026, 3:15 a.m.