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.