Triple
T7329665
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Compiler Construction |
E168964
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | Algorithms + Data Structures = Programs |
E168963
|
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: Algorithms + Data Structures = Programs | Statement: [Compiler Construction, relatedTo, Algorithms + Data Structures = Programs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Algorithms + Data Structures = Programs Context triple: [Compiler Construction, relatedTo, Algorithms + Data Structures = Programs]
-
A.
Algorithms + Data Structures = Programs
chosen
"Algorithms + Data Structures = Programs" is a classic computer science textbook by Niklaus Wirth that systematically teaches how combining appropriate data structures with algorithms leads to effective and efficient programs.
-
B.
Programming Pearls
Programming Pearls is a classic computer science book by Jon Bentley that teaches practical problem-solving, algorithm design, and programming techniques through engaging essays and puzzles.
-
C.
A Discipline of Programming
A Discipline of Programming is a seminal 1976 book by Edsger W. Dijkstra that rigorously develops program construction using formal mathematical reasoning and correctness proofs.
-
D.
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.
-
E.
The Art of Computer Programming
The Art of Computer Programming is Donald Knuth’s seminal multi-volume work that rigorously analyzes algorithms and data structures, widely regarded as one of the most influential and comprehensive texts in computer science.
- 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_69c68a54cacc81908e3b773441f19566 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f0a9c0f081909218560d8a4f4995 |
completed | March 27, 2026, 9:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c802ae19d88190a2f7997a6f3dfb1e |
completed | March 28, 2026, 4:32 p.m. |
Created at: March 27, 2026, 3:03 p.m.