Triple

T249042
Position Surface form Disambiguated ID Type / Status
Subject Addison-Wesley E5101 entity
Predicate hasPublished P80 FINISHED
Object Compilers: Principles, Techniques, and Tools
Compilers: Principles, Techniques, and Tools is a foundational computer science textbook that systematically covers the theory and practice of compiler design and implementation.
E32451 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: Compilers: Principles, Techniques, and Tools | Statement: [Addison-Wesley, hasPublished, Compilers: Principles, Techniques, and Tools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Compilers: Principles, Techniques, and Tools
Context triple: [Addison-Wesley, hasPublished, Compilers: Principles, Techniques, and Tools]
  • A. Algol 68
    Algol 68 is a high-level, structured programming language from the ALGOL family, notable for its orthogonal design and influence on many later languages.
  • B. 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.
  • C. Computer Graphics: Principles and Practice
    Computer Graphics: Principles and Practice is a foundational textbook that comprehensively covers the theory and algorithms underlying modern computer graphics.
  • D. 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.
  • 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: Compilers: Principles, Techniques, and Tools
Triple: [Addison-Wesley, hasPublished, Compilers: Principles, Techniques, and Tools]
Generated description
Compilers: Principles, Techniques, and Tools is a foundational computer science textbook that systematically covers the theory and practice of compiler design and implementation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Compilers: Principles, Techniques, and Tools
Target entity description: Compilers: Principles, Techniques, and Tools is a foundational computer science textbook that systematically covers the theory and practice of compiler design and implementation.
  • A. Algol 68
    Algol 68 is a high-level, structured programming language from the ALGOL family, notable for its orthogonal design and influence on many later languages.
  • B. 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.
  • C. Computer Graphics: Principles and Practice
    Computer Graphics: Principles and Practice is a foundational textbook that comprehensively covers the theory and algorithms underlying modern computer graphics.
  • D. 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.
  • 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.