Triple
T7794530
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David Thomas |
E180264
|
entity |
| Predicate | notableConcept |
P201
|
FINISHED |
| Object | pragmatic programming |
E33423
|
NE FINISHED |
How this triple was built (2 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: pragmatic programming | Statement: [David Thomas, notableConcept, pragmatic programming]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: pragmatic programming Context triple: [David Thomas, notableConcept, pragmatic programming]
-
A.
Intentional Programming
Intentional Programming is a software development paradigm proposed by Charles Simonyi that focuses on capturing programmers’ high-level intentions in a more expressive, domain-specific form than traditional programming languages.
-
B.
The Practice of Programming
The Practice of Programming is a widely respected book by Brian W. Kernighan and Rob Pike that teaches practical software development techniques, emphasizing clear code, debugging, testing, and performance.
-
C.
The Pragmatic Programmer
chosen
The Pragmatic Programmer is a highly influential software development book that offers practical advice, best practices, and philosophical guidance for writing maintainable, high-quality code and growing as a professional programmer.
-
D.
Extreme Programming Explained
Extreme Programming Explained is a foundational book by Kent Beck that introduces and details the principles, practices, and philosophy of the Extreme Programming (XP) agile software development methodology.
-
E.
The Elements of Programming Style
The Elements of Programming Style is a classic software engineering book that promotes clear, concise, and readable code through practical examples and principles.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca827d22208190b4dc5aa680edcf5d |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cae93b262c8190b55e5ab2bc72d894 |
completed | March 30, 2026, 9:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb13ea96cc819081ac26db3ecf4481 |
completed | March 31, 2026, 12:23 a.m. |
Created at: March 30, 2026, 4:31 p.m.