Triple

T12693640
Position Surface form Disambiguated ID Type / Status
Subject Mises Institute E303272 entity
Predicate hasNotableScholar P21690 FINISHED
Object Thomas DiLorenzo
Thomas DiLorenzo is an American economist and historian known for his libertarian views and critical works on Abraham Lincoln, centralized government, and economic interventionism.
 E998198 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: Thomas DiLorenzo | Statement: [Mises Institute, hasNotableScholar, Thomas DiLorenzo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Thomas DiLorenzo
Context triple: [Mises Institute, hasNotableScholar, Thomas DiLorenzo]
  • A. 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.
  • B. Robert Higgs
    Robert Higgs is an American economic historian and economist known for his work on the growth of government, particularly through his book "Crisis and Leviathan."
  • C. Roger Gage
    Roger Gage is a British stage director known for his work in theatre and for having been married to acclaimed actress Joan Plowright.
  • D. John W. Blum
    John W. Blum is a screenwriter best known for his work on the comedy film "The Man from the Diners' Club."
  • E. Nicholas M. Donofrio
    Nicholas M. Donofrio is an American engineer and former IBM executive known for his leadership in technology and innovation, particularly in advancing computing and research initiatives.
  • 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: Thomas DiLorenzo
Triple: [Mises Institute, hasNotableScholar, Thomas DiLorenzo]
Generated description
Thomas DiLorenzo is an American economist and historian known for his libertarian views and critical works on Abraham Lincoln, centralized government, and economic interventionism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Thomas DiLorenzo
Target entity description: Thomas DiLorenzo is an American economist and historian known for his libertarian views and critical works on Abraham Lincoln, centralized government, and economic interventionism.
  • A. 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.
  • B. Robert Higgs
    Robert Higgs is an American economic historian and economist known for his work on the growth of government, particularly through his book "Crisis and Leviathan."
  • C. Roger Gage
    Roger Gage is a British stage director known for his work in theatre and for having been married to acclaimed actress Joan Plowright.
  • D. John W. Blum
    John W. Blum is a screenwriter best known for his work on the comedy film "The Man from the Diners' Club."
  • E. Nicholas M. Donofrio
    Nicholas M. Donofrio is an American engineer and former IBM executive known for his leadership in technology and innovation, particularly in advancing computing and research initiatives.
  • 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_69d7bdef90d48190b46b88270e780946 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d961dbc91c8190bec50797bbd593db completed April 10, 2026, 8:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f671ae935c8190a7fc2cf3c0987248 completed May 2, 2026, 9:50 p.m.
NEDg Description generation batch_69f6740129688190b286ce7acb4848c7 completed May 2, 2026, 10 p.m.
NED2 Entity disambiguation (via description) batch_69f675249d248190933421df49d3a2ab completed May 2, 2026, 10:05 p.m.
Created at: April 9, 2026, 5:22 p.m.