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.