Triple
T249037
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Addison-Wesley |
E5101
|
entity |
| Predicate | hasPublished |
P80
|
FINISHED |
| Object |
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.
|
E32446
|
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: The Art of Computer Programming | Statement: [Addison-Wesley, hasPublished, The Art of Computer Programming]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Art of Computer Programming Context triple: [Addison-Wesley, hasPublished, The Art of Computer Programming]
-
A.
Computer Lib / Dream Machines
Computer Lib / Dream Machines is a pioneering 1974 book by Ted Nelson that passionately advocates for personal computing, hypertext, and user empowerment in the digital age.
-
B.
First Draft of a Report on the EDVAC
First Draft of a Report on the EDVAC is a seminal 1945 technical report that laid out the stored-program computer architecture that became the foundation for most modern computers.
-
C.
ALGOL 60
ALGOL 60 is an early high-level programming language that pioneered block structure and lexical scoping, profoundly influencing the design of many later languages.
-
D.
On Computable Numbers with an Application to the Entscheidungsproblem
"On Computable Numbers, with an Application to the Entscheidungsproblem" is Alan Turing’s landmark 1936 paper that introduced the Turing machine model and founded the formal study of computability and the limits of algorithmic decision procedures.
-
E.
ACM Computing Surveys
ACM Computing Surveys is a leading peer-reviewed journal that publishes comprehensive, in-depth survey articles covering major areas of computer science and computing research.
- 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: The Art of Computer Programming Triple: [Addison-Wesley, hasPublished, The Art of Computer Programming]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Art of Computer Programming Target entity description: 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.
-
A.
Computer Lib / Dream Machines
Computer Lib / Dream Machines is a pioneering 1974 book by Ted Nelson that passionately advocates for personal computing, hypertext, and user empowerment in the digital age.
-
B.
First Draft of a Report on the EDVAC
First Draft of a Report on the EDVAC is a seminal 1945 technical report that laid out the stored-program computer architecture that became the foundation for most modern computers.
-
C.
ALGOL 60
ALGOL 60 is an early high-level programming language that pioneered block structure and lexical scoping, profoundly influencing the design of many later languages.
-
D.
On Computable Numbers with an Application to the Entscheidungsproblem
"On Computable Numbers, with an Application to the Entscheidungsproblem" is Alan Turing’s landmark 1936 paper that introduced the Turing machine model and founded the formal study of computability and the limits of algorithmic decision procedures.
-
E.
ACM Computing Surveys
ACM Computing Surveys is a leading peer-reviewed journal that publishes comprehensive, in-depth survey articles covering major areas of computer science and computing research.
- 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_69a257c4bf688190a46ebbf411ab7473 |
completed | Feb. 28, 2026, 2:49 a.m. |
| NER | Named-entity recognition | batch_69a25d35aa288190966b6e15af1525cb |
completed | Feb. 28, 2026, 3:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a37371d2548190a71a1b15d6f9ce3c |
completed | Feb. 28, 2026, 11 p.m. |
| NEDg | Description generation | batch_69a373f650588190af71549fb7df4ae6 |
completed | Feb. 28, 2026, 11:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a374a737f88190a4b2d838db12cc4e |
completed | Feb. 28, 2026, 11:05 p.m. |
Created at: Feb. 28, 2026, 2:54 a.m.