Triple
T13033496
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert P. Murphy |
E326497
|
entity |
| Predicate | hasWrittenFor |
P11775
|
FINISHED |
| Object |
The Independent Review
The Independent Review is a scholarly libertarian journal that publishes interdisciplinary analyses of economics, politics, history, and public policy.
|
E1017849
|
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: The Independent Review | Statement: [Robert P. Murphy, hasWrittenFor, The Independent Review]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Independent Review Context triple: [Robert P. Murphy, hasWrittenFor, The Independent Review]
-
A.
The Review
The Review was an early 18th-century English periodical founded and edited by Daniel Defoe, notable as a forerunner of modern newspapers and political journalism.
-
B.
The Analytical Review
The Analytical Review was an influential late 18th-century English periodical known for its radical political stance and extensive coverage of contemporary literature, philosophy, and politics.
-
C.
The Report
The Report is a 2019 political drama film in which Annette Bening co-stars in a story about the U.S. Senate investigation into the CIA’s post-9/11 detention and interrogation program.
-
D.
The Final Report
The Final Report is a formal document that presents the comprehensive findings, conclusions, and recommendations of a completed study, project, or commission.
-
E.
The Chapman Report
The Chapman Report is a 1962 American drama film, based on Irving Wallace’s novel, that explores the intimate lives and sexual attitudes of suburban women through the lens of a controversial research study.
- 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: The Independent Review Triple: [Robert P. Murphy, hasWrittenFor, The Independent Review]
Generated description
The Independent Review is a scholarly libertarian journal that publishes interdisciplinary analyses of economics, politics, history, and public policy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Independent Review Target entity description: The Independent Review is a scholarly libertarian journal that publishes interdisciplinary analyses of economics, politics, history, and public policy.
-
A.
The Review
The Review was an early 18th-century English periodical founded and edited by Daniel Defoe, notable as a forerunner of modern newspapers and political journalism.
-
B.
The Analytical Review
The Analytical Review was an influential late 18th-century English periodical known for its radical political stance and extensive coverage of contemporary literature, philosophy, and politics.
-
C.
The Report
The Report is a 2019 political drama film in which Annette Bening co-stars in a story about the U.S. Senate investigation into the CIA’s post-9/11 detention and interrogation program.
-
D.
The Final Report
The Final Report is a formal document that presents the comprehensive findings, conclusions, and recommendations of a completed study, project, or commission.
-
E.
The Chapman Report
The Chapman Report is a 1962 American drama film, based on Irving Wallace’s novel, that explores the intimate lives and sexual attitudes of suburban women through the lens of a controversial research study.
- 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_69d8076cc45c81908123123f43e69266 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d97effca908190ab89fdb034e02680 |
completed | April 10, 2026, 10:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6cbcf11f88190ab1746f973132af1 |
completed | May 3, 2026, 4:15 a.m. |
| NEDg | Description generation | batch_69f6cee0a27081909203e3331186b4ca |
completed | May 3, 2026, 4:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6cf987f68819084edcd6613832fe8 |
completed | May 3, 2026, 4:31 a.m. |
Created at: April 9, 2026, 8:54 p.m.