Triple

T3110567
Position Surface form Disambiguated ID Type / Status
Subject Murray Rothbard E64938 entity
Predicate influenced P9 FINISHED
Object 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.
E335878 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: Walter Block | Statement: [Murray Rothbard, influenced, Walter Block]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Walter Block
Context triple: [Murray Rothbard, influenced, Walter Block]
  • A. Hans-Hermann Hoppe
    Hans-Hermann Hoppe is a German-American economist and political philosopher known for his work in Austrian economics, libertarianism, and anarcho-capitalist theory.
  • B. Murray Rothbard
    Murray Rothbard was an American economist, political theorist, and historian known as a leading figure of anarcho-capitalism and the modern libertarian movement.
  • C. 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.
  • D. 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."
  • E. Robert D. Murphy
    Robert D. Murphy was a prominent American diplomat and foreign service officer who played key roles in U.S. policy during and after World War II, particularly in Europe.
  • 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: Walter Block
Triple: [Murray Rothbard, influenced, Walter Block]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Walter Block
Target entity description: 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.
  • A. Hans-Hermann Hoppe
    Hans-Hermann Hoppe is a German-American economist and political philosopher known for his work in Austrian economics, libertarianism, and anarcho-capitalist theory.
  • B. Murray Rothbard
    Murray Rothbard was an American economist, political theorist, and historian known as a leading figure of anarcho-capitalism and the modern libertarian movement.
  • C. 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.
  • D. 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."
  • E. Robert D. Murphy
    Robert D. Murphy was a prominent American diplomat and foreign service officer who played key roles in U.S. policy during and after World War II, particularly in Europe.
  • 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_69ad857eeaf48190b34ebfdaa7a264cf completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada43954f0819096a96331bf3c53a8 completed March 8, 2026, 4:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69b24b2a9b648190a74c7691cc7a4959 completed March 12, 2026, 5:12 a.m.
NEDg Description generation batch_69b24e123ea08190a77a3e7f77107491 completed March 12, 2026, 5:24 a.m.
NED2 Entity disambiguation (via description) batch_69b24e4aff6c81908004ed700a26883c completed March 12, 2026, 5:25 a.m.
Created at: March 8, 2026, 3:04 p.m.