Triple
T3517608
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rose Friedman |
E74344
|
entity |
| Predicate | hasChild |
P369
|
FINISHED |
| Object |
David D. Friedman
David D. Friedman is an American economist, legal scholar, and libertarian theorist known for his work on anarcho-capitalism and the economic analysis of law.
|
E365805
|
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 D. Friedman | Statement: [Rose Friedman, hasChild, David D. Friedman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David D. Friedman Context triple: [Rose Friedman, hasChild, David D. Friedman]
-
A.
David Friedman
David Friedman, better known professionally as David Benioff, is an American writer, screenwriter, and producer best known as the co-creator and showrunner of the television series "Game of Thrones."
-
B.
Richard A. Epstein
Richard A. Epstein is a prominent American legal scholar known for his influential work in law and economics, constitutional law, and classical liberal legal theory.
-
C.
Walter Block
Walter Block is an American Austrian School economist and libertarian theorist known for his radical defense of free markets and controversial positions on issues such as privatization and individual rights.
-
D.
Bruce Jay Friedman
Bruce Jay Friedman was an American novelist, playwright, and screenwriter known for his darkly comic works and contributions to both literature and film.
-
E.
Robert P. Murphy
Robert P. Murphy is an American Austrian School economist, author, and podcaster known for his work on free-market economics, business cycle theory, and critiques of mainstream macroeconomics.
- 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 D. Friedman Triple: [Rose Friedman, hasChild, David D. Friedman]
Generated description
David D. Friedman is an American economist, legal scholar, and libertarian theorist known for his work on anarcho-capitalism and the economic analysis of law.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David D. Friedman Target entity description: David D. Friedman is an American economist, legal scholar, and libertarian theorist known for his work on anarcho-capitalism and the economic analysis of law.
-
A.
David Friedman
David Friedman, better known professionally as David Benioff, is an American writer, screenwriter, and producer best known as the co-creator and showrunner of the television series "Game of Thrones."
-
B.
Richard A. Epstein
Richard A. Epstein is a prominent American legal scholar known for his influential work in law and economics, constitutional law, and classical liberal legal theory.
-
C.
Walter Block
Walter Block is an American Austrian School economist and libertarian theorist known for his radical defense of free markets and controversial positions on issues such as privatization and individual rights.
-
D.
Bruce Jay Friedman
Bruce Jay Friedman was an American novelist, playwright, and screenwriter known for his darkly comic works and contributions to both literature and film.
-
E.
Robert P. Murphy
Robert P. Murphy is an American Austrian School economist, author, and podcaster known for his work on free-market economics, business cycle theory, and critiques of mainstream macroeconomics.
- 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_69ad85cfb5c881909c9a2edd9d6043cc |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adbc32f90081908960acb3e94402be |
completed | March 8, 2026, 6:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b37e80cd588190ae012f151ef59c52 |
completed | March 13, 2026, 3:03 a.m. |
| NEDg | Description generation | batch_69b37ef902208190842ddbe6427ca42b |
completed | March 13, 2026, 3:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b382b43b708190be7ae3d44b0a393a |
completed | March 13, 2026, 3:21 a.m. |
Created at: March 8, 2026, 3:19 p.m.