Triple
T16736701
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Andrew J. Majda |
E406734
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Books on compressible fluid flow and conservation laws
Books on compressible fluid flow and conservation laws are influential mathematical texts by Andrew J. Majda that rigorously develop the theory of nonlinear partial differential equations governing high-speed fluid dynamics and shock waves.
|
E1058270
|
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: Books on compressible fluid flow and conservation laws | Statement: [Andrew J. Majda, notableWork, Books on compressible fluid flow and conservation laws]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Books on compressible fluid flow and conservation laws Context triple: [Andrew J. Majda, notableWork, Books on compressible fluid flow and conservation laws]
-
A.
Mathematical Theory of Compressible Fluid Flow
Mathematical Theory of Compressible Fluid Flow is a foundational work in fluid mechanics that systematically develops the mathematics governing gases and liquids whose density changes significantly under pressure, with applications to aerodynamics and high-speed flows.
-
B.
Finite Element Methods for Flow Problems
"Finite Element Methods for Flow Problems" is a foundational textbook that develops and applies finite element techniques to the numerical simulation of fluid flow and related transport phenomena.
-
C.
An Introduction to Fluid Dynamics
An Introduction to Fluid Dynamics is a classic graduate-level textbook that rigorously develops the theoretical foundations of fluid mechanics and has become a standard reference in the field.
-
D.
Dynamics of Nonhomogeneous Fluids
Dynamics of Nonhomogeneous Fluids is a seminal scientific monograph by Chia-Shun Yih that develops the theoretical foundations of fluid motion in media with spatially varying density and related properties.
-
E.
Fluid Mechanics: A Concise Introduction to the Theory
"Fluid Mechanics: A Concise Introduction to the Theory" is a foundational textbook by Chia-Shun Yih that presents the core principles and mathematical framework of fluid mechanics in a compact, rigorous form.
- 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: Books on compressible fluid flow and conservation laws Triple: [Andrew J. Majda, notableWork, Books on compressible fluid flow and conservation laws]
Generated description
Books on compressible fluid flow and conservation laws are influential mathematical texts by Andrew J. Majda that rigorously develop the theory of nonlinear partial differential equations governing high-speed fluid dynamics and shock waves.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Books on compressible fluid flow and conservation laws Target entity description: Books on compressible fluid flow and conservation laws are influential mathematical texts by Andrew J. Majda that rigorously develop the theory of nonlinear partial differential equations governing high-speed fluid dynamics and shock waves.
-
A.
Mathematical Theory of Compressible Fluid Flow
chosen
Mathematical Theory of Compressible Fluid Flow is a foundational work in fluid mechanics that systematically develops the mathematics governing gases and liquids whose density changes significantly under pressure, with applications to aerodynamics and high-speed flows.
-
B.
Finite Element Methods for Flow Problems
"Finite Element Methods for Flow Problems" is a foundational textbook that develops and applies finite element techniques to the numerical simulation of fluid flow and related transport phenomena.
-
C.
An Introduction to Fluid Dynamics
An Introduction to Fluid Dynamics is a classic graduate-level textbook that rigorously develops the theoretical foundations of fluid mechanics and has become a standard reference in the field.
-
D.
Dynamics of Nonhomogeneous Fluids
Dynamics of Nonhomogeneous Fluids is a seminal scientific monograph by Chia-Shun Yih that develops the theoretical foundations of fluid motion in media with spatially varying density and related properties.
-
E.
Fluid Mechanics: A Concise Introduction to the Theory
"Fluid Mechanics: A Concise Introduction to the Theory" is a foundational textbook by Chia-Shun Yih that presents the core principles and mathematical framework of fluid mechanics in a compact, rigorous form.
- 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_69d8838ffb088190a0b11149929006bf |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e39c3a86848190a03f243dd1bdb899 |
completed | April 18, 2026, 2:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a009d4ea8208190aed0a4014a10d120 |
completed | May 10, 2026, 2:59 p.m. |
| NEDg | Description generation | batch_6a009ed297488190a20558efb9f91a55 |
completed | May 10, 2026, 3:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a009f460010819086cfd7a7d74cb435 |
completed | May 10, 2026, 3:07 p.m. |
Created at: April 10, 2026, 5:20 a.m.