Triple
T8912941
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Design of Experiments |
E212225
|
entity |
| Predicate | hasNotableChapter |
P6720
|
FINISHED |
| Object |
The Transformation of Data
The Transformation of Data is a notable chapter in R.A. Fisher’s "The Design of Experiments" that discusses methods for mathematically modifying experimental data to meet statistical assumptions and improve analysis.
|
E765768
|
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: The Transformation of Data | Statement: [The Design of Experiments, hasNotableChapter, The Transformation of Data]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Transformation of Data Context triple: [The Design of Experiments, hasNotableChapter, The Transformation of Data]
-
A.
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.
-
B.
The Joy of Data
The Joy of Data is a documentary presented by mathematician Hannah Fry that explores how data shapes our world in an accessible and engaging way.
-
C.
Data-Driven Discovery Initiative
The Data-Driven Discovery Initiative is a research program that advances scientific discovery by supporting innovative data science methods, tools, and researchers across disciplines.
-
D.
Digital Transformation: Survive and Thrive in an Era of Mass Extinction
"Digital Transformation: Survive and Thrive in an Era of Mass Extinction" is a business and technology book by Thomas Siebel that explains how organizations can leverage cloud computing, big data, AI, and IoT to remain competitive amid rapid digital disruption.
-
E.
Data Transformation Services
Data Transformation Services (DTS) was an early Microsoft SQL Server component used to extract, transform, and load (ETL) data between heterogeneous data sources before being superseded by SQL Server Integration Services.
- 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: The Transformation of Data Triple: [The Design of Experiments, hasNotableChapter, The Transformation of Data]
Generated description
The Transformation of Data is a notable chapter in R.A. Fisher’s "The Design of Experiments" that discusses methods for mathematically modifying experimental data to meet statistical assumptions and improve analysis.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Transformation of Data Target entity description: The Transformation of Data is a notable chapter in R.A. Fisher’s "The Design of Experiments" that discusses methods for mathematically modifying experimental data to meet statistical assumptions and improve analysis.
-
A.
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.
-
B.
The Joy of Data
The Joy of Data is a documentary presented by mathematician Hannah Fry that explores how data shapes our world in an accessible and engaging way.
-
C.
Data-Driven Discovery Initiative
The Data-Driven Discovery Initiative is a research program that advances scientific discovery by supporting innovative data science methods, tools, and researchers across disciplines.
-
D.
Digital Transformation: Survive and Thrive in an Era of Mass Extinction
"Digital Transformation: Survive and Thrive in an Era of Mass Extinction" is a business and technology book by Thomas Siebel that explains how organizations can leverage cloud computing, big data, AI, and IoT to remain competitive amid rapid digital disruption.
-
E.
Data Transformation Services
Data Transformation Services (DTS) was an early Microsoft SQL Server component used to extract, transform, and load (ETL) data between heterogeneous data sources before being superseded by SQL Server Integration Services.
- 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_69ca8393b1808190bd4336787ffa2c40 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc660e620c8190b02b9843c8f02bfa |
completed | April 1, 2026, 12:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfba3c92c481909589e6a3c9469136 |
completed | April 3, 2026, 1:01 p.m. |
| NEDg | Description generation | batch_69cfbabf33a08190a18d13b9078c00e2 |
completed | April 3, 2026, 1:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfbba71a948190afc03a1df9e5777c |
completed | April 3, 2026, 1:07 p.m. |
Created at: March 30, 2026, 6:56 p.m.