Triple
T4425048
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MATLAB |
E95188
|
entity |
| Predicate | originalDeveloper |
P184
|
FINISHED |
| Object |
Cleve Moler
Cleve Moler is an American mathematician and computer scientist best known as the co-creator of MATLAB and a founder of MathWorks.
|
E437245
|
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: Cleve Moler | Statement: [MATLAB, originalDeveloper, Cleve Moler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cleve Moler Context triple: [MATLAB, originalDeveloper, Cleve Moler]
-
A.
John W. Eaton
John W. Eaton is an American computer scientist best known as the original author and lead developer of the GNU Octave numerical computation software.
-
B.
William H. Press
William H. Press is an American astrophysicist and computational scientist known for his influential work in numerical analysis, cosmology, and science policy, including co-authoring the widely used textbook "Numerical Recipes."
-
C.
John Simon Ritchie
John Simon Ritchie, better known as Sid Vicious, was the bassist of the pioneering English punk rock band the Sex Pistols and an icon of the 1970s punk movement.
-
D.
J. L. Wilkinson
J. L. Wilkinson was a pioneering white owner and promoter in Negro league baseball, best known for founding and innovatively managing the Kansas City Monarchs into one of the era’s most successful franchises.
-
E.
Thomas Kailath
Thomas Kailath is an Indian-American electrical engineer and Stanford professor renowned for his influential contributions to information theory, control, and signal processing.
- 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: Cleve Moler Triple: [MATLAB, originalDeveloper, Cleve Moler]
Generated description
Cleve Moler is an American mathematician and computer scientist best known as the co-creator of MATLAB and a founder of MathWorks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cleve Moler Target entity description: Cleve Moler is an American mathematician and computer scientist best known as the co-creator of MATLAB and a founder of MathWorks.
-
A.
John W. Eaton
John W. Eaton is an American computer scientist best known as the original author and lead developer of the GNU Octave numerical computation software.
-
B.
William H. Press
William H. Press is an American astrophysicist and computational scientist known for his influential work in numerical analysis, cosmology, and science policy, including co-authoring the widely used textbook "Numerical Recipes."
-
C.
John Simon Ritchie
John Simon Ritchie, better known as Sid Vicious, was the bassist of the pioneering English punk rock band the Sex Pistols and an icon of the 1970s punk movement.
-
D.
J. L. Wilkinson
J. L. Wilkinson was a pioneering white owner and promoter in Negro league baseball, best known for founding and innovatively managing the Kansas City Monarchs into one of the era’s most successful franchises.
-
E.
Thomas Kailath
Thomas Kailath is an Indian-American electrical engineer and Stanford professor renowned for his influential contributions to information theory, control, and signal processing.
- 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_69b3453c2a0c8190926b574c90766db9 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3554e40ec8190982acc0948da2f42 |
completed | March 13, 2026, 12:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5f62f7eb88190a02669845126e790 |
completed | March 14, 2026, 11:58 p.m. |
| NEDg | Description generation | batch_69b5f6c8a58481908d7bd3d4cfaf265c |
completed | March 15, 2026, 12:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5f73f38d481908ad44dfd33de85ca |
completed | March 15, 2026, 12:03 a.m. |
Created at: March 12, 2026, 11:30 p.m.