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.