Triple

T18466671
Position Surface form Disambiguated ID Type / Status
Subject Roger W. Babson E451179 entity
Predicate wrote P2831 FINISHED
Object Business Barometers for Anticipating Conditions NE NERFINISHED

How this triple was built (3 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: Business Barometers for Anticipating Conditions | Statement: [Roger W. Babson, wrote, Business Barometers for Anticipating Conditions]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Business Barometers for Anticipating Conditions
Context triple: [Roger W. Babson, wrote, Business Barometers for Anticipating Conditions]
  • A. Wharton econometric forecasting model
    The Wharton econometric forecasting model is a large-scale macroeconometric model of the U.S. economy used for economic analysis and forecasting, developed under the leadership of economist Lawrence Klein.
  • B. The Power to Predict: How Real Time Businesses Anticipate Customer Needs, Create Opportunities, and Beat the Competition
    "The Power to Predict: How Real Time Businesses Anticipate Customer Needs, Create Opportunities, and Beat the Competition" is a business and technology book by Vivek Ranadivé that explains how companies can use real-time data and predictive analytics to gain a competitive edge.
  • C. Experience and Prediction
    Experience and Prediction is a seminal philosophical work by Hans Reichenbach that develops a logical and probabilistic foundation for scientific knowledge and induction within the framework of logical empiricism.
  • D. The Future of Data Analysis
    "The Future of Data Analysis" is a seminal 1962 paper by statistician John W. Tukey that helped define and popularize exploratory data analysis and reshaped modern statistical practice.
  • E. BIME Analytics
    BIME Analytics is a cloud-based business intelligence and data visualization platform known for enabling companies to analyze and report on customer and operational data.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Business Barometers for Anticipating Conditions
Target entity description: *Business Barometers for Anticipating Conditions* is an early 20th-century economic analysis book that explains how to use statistical indicators and business data to forecast economic trends and business cycles.
  • A. Wharton econometric forecasting model
    The Wharton econometric forecasting model is a large-scale macroeconometric model of the U.S. economy used for economic analysis and forecasting, developed under the leadership of economist Lawrence Klein.
  • B. The Power to Predict: How Real Time Businesses Anticipate Customer Needs, Create Opportunities, and Beat the Competition
    "The Power to Predict: How Real Time Businesses Anticipate Customer Needs, Create Opportunities, and Beat the Competition" is a business and technology book by Vivek Ranadivé that explains how companies can use real-time data and predictive analytics to gain a competitive edge.
  • C. Experience and Prediction
    Experience and Prediction is a seminal philosophical work by Hans Reichenbach that develops a logical and probabilistic foundation for scientific knowledge and induction within the framework of logical empiricism.
  • D. The Future of Data Analysis
    "The Future of Data Analysis" is a seminal 1962 paper by statistician John W. Tukey that helped define and popularize exploratory data analysis and reshaped modern statistical practice.
  • E. BIME Analytics
    BIME Analytics is a cloud-based business intelligence and data visualization platform known for enabling companies to analyze and report on customer and operational data.
  • F. None of above. chosen

Provenance (2 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_69d8d38465a0819099b9b42d2a662ac1 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e52a83a27c8190aafb82f615c2dd72 completed April 19, 2026, 7:18 p.m.
Created at: April 10, 2026, 11:34 a.m.