Triple

T1902500
Position Surface form Disambiguated ID Type / Status
Subject Abraham Wald E37720 entity
Predicate contributedTo P37 FINISHED
Object foundations of econometrics
Foundations of econometrics refers to the core theoretical and methodological principles underlying the statistical analysis of economic data, including concepts such as identification, estimation, and inference in economic models.
E200963 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: foundations of econometrics | Statement: [Abraham Wald, contributedTo, foundations of econometrics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: foundations of econometrics
Context triple: [Abraham Wald, contributedTo, foundations of econometrics]
  • A. Econometrics
    Econometrics is a field of economics that applies statistical and mathematical methods to analyze economic data and test economic theories.
  • B. The Probability Approach in Econometrics
    The Probability Approach in Econometrics is Trygve Haavelmo’s landmark work that founded modern econometrics by rigorously formulating economic relationships within a probabilistic, statistical framework.
  • C. Econometrica
    Econometrica is a leading peer-reviewed academic journal in economics, particularly renowned for publishing foundational work in economic theory and econometrics.
  • D. Frisch–Waugh–Lovell theorem
    The Frisch–Waugh–Lovell theorem is a fundamental result in econometrics that shows how the coefficients of a multiple linear regression can be obtained by first partialling out (regressing out) other explanatory variables.
  • E. Econometric Society
    The Econometric Society is an international scholarly organization dedicated to advancing economic theory in its relation to statistics and mathematics.
  • 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: foundations of econometrics
Triple: [Abraham Wald, contributedTo, foundations of econometrics]
Generated description
Foundations of econometrics refers to the core theoretical and methodological principles underlying the statistical analysis of economic data, including concepts such as identification, estimation, and inference in economic models.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: foundations of econometrics
Target entity description: Foundations of econometrics refers to the core theoretical and methodological principles underlying the statistical analysis of economic data, including concepts such as identification, estimation, and inference in economic models.
  • A. Econometrics chosen
    Econometrics is a field of economics that applies statistical and mathematical methods to analyze economic data and test economic theories.
  • B. The Probability Approach in Econometrics
    The Probability Approach in Econometrics is Trygve Haavelmo’s landmark work that founded modern econometrics by rigorously formulating economic relationships within a probabilistic, statistical framework.
  • C. Econometrica
    Econometrica is a leading peer-reviewed academic journal in economics, particularly renowned for publishing foundational work in economic theory and econometrics.
  • D. Frisch–Waugh–Lovell theorem
    The Frisch–Waugh–Lovell theorem is a fundamental result in econometrics that shows how the coefficients of a multiple linear regression can be obtained by first partialling out (regressing out) other explanatory variables.
  • E. Econometric Society
    The Econometric Society is an international scholarly organization dedicated to advancing economic theory in its relation to statistics and mathematics.
  • F. None of above.

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_69a8861be7148190a680937ec451a304 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb18f10e48190b2f8c64c42cc55f3 completed March 7, 2026, 5:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69adeaf768888190885ffa1632537445 completed March 8, 2026, 9:32 p.m.
NEDg Description generation batch_69adeb8b3d2c8190b13c03ce944f436a completed March 8, 2026, 9:35 p.m.
NED2 Entity disambiguation (via description) batch_69adec123cc481908e55dfbe4f4da095 completed March 8, 2026, 9:37 p.m.
Created at: March 4, 2026, 7:35 p.m.