Triple

T1909217
Position Surface form Disambiguated ID Type / Status
Subject Joseph Schumpeter E38068 entity
Predicate influenced P9 FINISHED
Object Hyman Minsky
Hyman Minsky was an American economist best known for his financial instability hypothesis, which explains how periods of economic stability can lead to speculative excess and ultimately financial crises.
E211939 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: Hyman Minsky | Statement: [Joseph Schumpeter, influenced, Hyman Minsky]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hyman Minsky
Context triple: [Joseph Schumpeter, influenced, Hyman Minsky]
  • A. Henry Minsky
    Henry Minsky is the son of artificial intelligence pioneer Marvin Minsky and is known as a software engineer and technologist.
  • B. Franco Modigliani
    Franco Modigliani was an Italian-American economist and Nobel laureate renowned for his work on the life-cycle hypothesis of saving and the Modigliani–Miller theorem in corporate finance.
  • C. Donald Markowitz
    Donald Markowitz is a songwriter best known for co-writing the Academy Award–winning hit "(I've Had) The Time of My Life" from the film Dirty Dancing.
  • D. Max Abramovitz
    Max Abramovitz was a prominent American architect known for his modernist designs of major cultural and institutional buildings, including notable performance arts centers and university facilities.
  • E. Irving Fisher
    Irving Fisher was an influential American economist and statistician known for his pioneering work in interest theory, capital theory, and the development of modern economic and econometric analysis.
  • 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: Hyman Minsky
Triple: [Joseph Schumpeter, influenced, Hyman Minsky]
Generated description
Hyman Minsky was an American economist best known for his financial instability hypothesis, which explains how periods of economic stability can lead to speculative excess and ultimately financial crises.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hyman Minsky
Target entity description: Hyman Minsky was an American economist best known for his financial instability hypothesis, which explains how periods of economic stability can lead to speculative excess and ultimately financial crises.
  • A. Henry Minsky
    Henry Minsky is the son of artificial intelligence pioneer Marvin Minsky and is known as a software engineer and technologist.
  • B. Franco Modigliani
    Franco Modigliani was an Italian-American economist and Nobel laureate renowned for his work on the life-cycle hypothesis of saving and the Modigliani–Miller theorem in corporate finance.
  • C. Donald Markowitz
    Donald Markowitz is a songwriter best known for co-writing the Academy Award–winning hit "(I've Had) The Time of My Life" from the film Dirty Dancing.
  • D. Max Abramovitz
    Max Abramovitz was a prominent American architect known for his modernist designs of major cultural and institutional buildings, including notable performance arts centers and university facilities.
  • E. Irving Fisher
    Irving Fisher was an influential American economist and statistician known for his pioneering work in interest theory, capital theory, and the development of modern economic and econometric analysis.
  • 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_69a8862a26088190aae5243695aeefc0 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb1b55edc8190bce8ac97196939a9 completed March 7, 2026, 5:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69adeafdad3c8190be7aeaed8bdeac43 completed March 8, 2026, 9:32 p.m.
NEDg Description generation batch_69adeb7075f48190a27b5039c3b4691e completed March 8, 2026, 9:34 p.m.
NED2 Entity disambiguation (via description) batch_69adec37a4f88190961edf8f9c81773c completed March 8, 2026, 9:37 p.m.
Created at: March 4, 2026, 7:35 p.m.