Triple

T15953401
Position Surface form Disambiguated ID Type / Status
Subject Gene Sperling E386871 entity
Predicate notableWork P4 FINISHED
Object Economic Dignity
Economic Dignity is a policy-focused book by economist and former White House adviser Gene Sperling that argues economic policy should be judged by how well it upholds people’s fundamental dignity and capacity to lead meaningful lives.
E1186146 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: Economic Dignity | Statement: [Gene Sperling, notableWork, Economic Dignity]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Economic Dignity
Context triple: [Gene Sperling, notableWork, Economic Dignity]
  • A. Division of Economic Justice
    The Division of Economic Justice is a unit within the New York State Attorney General’s Office responsible for enforcing laws and regulations that protect consumers, workers, and fair economic competition.
  • B. Wealth and Welfare
    Wealth and Welfare is a foundational economics book by Arthur Cecil Pigou that develops the theory of welfare economics and examines how government intervention can improve social well-being.
  • C. Finance and the Good Society
    Finance and the Good Society is a book by economist Robert J. Shiller that argues for a more ethical, inclusive, and socially beneficial financial system.
  • D. Economics for the Common Good
    Economics for the Common Good is a book by Nobel laureate Jean Tirole that explains how modern economic thinking can be used to address major social challenges and improve public policy.
  • E. A Study in Human Dignity
    A Study in Human Dignity is a biographical work examining the life of Joseph Merrick, known as the Elephant Man, and exploring themes of compassion, humanity, and respect for individual worth.
  • 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: Economic Dignity
Triple: [Gene Sperling, notableWork, Economic Dignity]
Generated description
Economic Dignity is a policy-focused book by economist and former White House adviser Gene Sperling that argues economic policy should be judged by how well it upholds people’s fundamental dignity and capacity to lead meaningful lives.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Economic Dignity
Target entity description: Economic Dignity is a policy-focused book by economist and former White House adviser Gene Sperling that argues economic policy should be judged by how well it upholds people’s fundamental dignity and capacity to lead meaningful lives.
  • A. Division of Economic Justice
    The Division of Economic Justice is a unit within the New York State Attorney General’s Office responsible for enforcing laws and regulations that protect consumers, workers, and fair economic competition.
  • B. Wealth and Welfare
    Wealth and Welfare is a foundational economics book by Arthur Cecil Pigou that develops the theory of welfare economics and examines how government intervention can improve social well-being.
  • C. Finance and the Good Society
    Finance and the Good Society is a book by economist Robert J. Shiller that argues for a more ethical, inclusive, and socially beneficial financial system.
  • D. Economics for the Common Good
    Economics for the Common Good is a book by Nobel laureate Jean Tirole that explains how modern economic thinking can be used to address major social challenges and improve public policy.
  • E. A Study in Human Dignity
    A Study in Human Dignity is a biographical work examining the life of Joseph Merrick, known as the Elephant Man, and exploring themes of compassion, humanity, and respect for individual worth.
  • 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_69d86da882448190a82ea962fe343b79 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e156f810148190ab4989a0e4a5f8c0 completed April 16, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffbe7ab070819090232efdeecdd5fb completed May 9, 2026, 11:08 p.m.
NEDg Description generation batch_69ffbf61b2ec81909c0f32613bb91a82 completed May 9, 2026, 11:12 p.m.
NED2 Entity disambiguation (via description) batch_69ffbfddd0348190baab794f613c71bf completed May 9, 2026, 11:14 p.m.
Created at: April 10, 2026, 4:53 a.m.