Triple
T4602518
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gerald Jay Sussman |
E100352
|
entity |
| Predicate | authorOf |
P4244
|
FINISHED |
| Object |
Software Design for Flexibility
Software Design for Flexibility is a computer science book that explores techniques and principles for building adaptable, evolvable software systems.
|
E456003
|
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: Software Design for Flexibility | Statement: [Gerald Jay Sussman, authorOf, Software Design for Flexibility]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Software Design for Flexibility Context triple: [Gerald Jay Sussman, authorOf, Software Design for Flexibility]
-
A.
Towards a New Architecture
Towards a New Architecture is a seminal 1923 architectural treatise by Le Corbusier that advocates for modernist design principles grounded in industrialization, functionalism, and new construction technologies.
-
B.
Design Principles for Web Applications
Design Principles for Web Applications is a W3C Technical Architecture Group document that outlines foundational guidelines and best practices for designing robust, interoperable, and user-friendly web applications.
-
C.
Design by Contract
Design by Contract is a software development methodology that treats software components as parties to a formal agreement, specifying precise obligations, benefits, and invariants to improve correctness and reliability.
-
D.
Interactive Software Engineering
Interactive Software Engineering was a software company founded by Bertrand Meyer, best known for developing the Eiffel programming language and promoting object-oriented software engineering methods.
-
E.
No Silver Bullet: Essence and Accidents of Software Engineering
"No Silver Bullet: Essence and Accidents of Software Engineering" is a seminal essay arguing that no single technology or practice will yield dramatic, order-of-magnitude improvements in software productivity, reliability, or simplicity.
- 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: Software Design for Flexibility Triple: [Gerald Jay Sussman, authorOf, Software Design for Flexibility]
Generated description
Software Design for Flexibility is a computer science book that explores techniques and principles for building adaptable, evolvable software systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Software Design for Flexibility Target entity description: Software Design for Flexibility is a computer science book that explores techniques and principles for building adaptable, evolvable software systems.
-
A.
Towards a New Architecture
Towards a New Architecture is a seminal 1923 architectural treatise by Le Corbusier that advocates for modernist design principles grounded in industrialization, functionalism, and new construction technologies.
-
B.
Design Principles for Web Applications
Design Principles for Web Applications is a W3C Technical Architecture Group document that outlines foundational guidelines and best practices for designing robust, interoperable, and user-friendly web applications.
-
C.
Design by Contract
Design by Contract is a software development methodology that treats software components as parties to a formal agreement, specifying precise obligations, benefits, and invariants to improve correctness and reliability.
-
D.
Interactive Software Engineering
Interactive Software Engineering was a software company founded by Bertrand Meyer, best known for developing the Eiffel programming language and promoting object-oriented software engineering methods.
-
E.
No Silver Bullet: Essence and Accidents of Software Engineering
"No Silver Bullet: Essence and Accidents of Software Engineering" is a seminal essay arguing that no single technology or practice will yield dramatic, order-of-magnitude improvements in software productivity, reliability, or simplicity.
- 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_69bd43cbc014819098b45f435908f88a |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd597462c08190bcdb3efd880778b1 |
completed | March 20, 2026, 2:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdfa60b3348190ac8e28f9e78e1d99 |
completed | March 21, 2026, 1:54 a.m. |
| NEDg | Description generation | batch_69bdfbea628c81908f96e706d650ef9f |
completed | March 21, 2026, 2:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdfc97fc54819093e0cff18a40bde2 |
completed | March 21, 2026, 2:04 a.m. |
Created at: March 20, 2026, 1:11 p.m.