Triple

T3414047
Position Surface form Disambiguated ID Type / Status
Subject LCTES E71965 entity
Predicate fullName P16 FINISHED
Object Languages, Compilers, and Tools for Embedded Systems
Languages, Compilers, and Tools for Embedded Systems (LCTES) is a research conference focused on programming languages, compilation techniques, and development tools for embedded and real-time computing systems.
E355618 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: Languages, Compilers, and Tools for Embedded Systems | Statement: [LCTES, fullName, Languages, Compilers, and Tools for Embedded Systems]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Languages, Compilers, and Tools for Embedded Systems
Context triple: [LCTES, fullName, Languages, Compilers, and Tools for Embedded Systems]
  • A. International Conference on Embedded Software
    The International Conference on Embedded Software is a leading academic conference focused on research and advances in the design, analysis, and implementation of embedded software systems.
  • B. 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.
  • C. ACM Transactions on Embedded Computing Systems
    ACM Transactions on Embedded Computing Systems is a peer-reviewed scholarly journal published by the Association for Computing Machinery that focuses on research and developments in embedded computing systems and related technologies.
  • D. Types and Programming Languages (research contributions)
    Types and Programming Languages (research contributions) refers to Tobias Nipkow’s influential work advancing the theory and mechanization of type systems and programming language semantics, particularly through formal verification and theorem proving.
  • E. Compiler Construction
    Compiler Construction is a foundational textbook by Niklaus Wirth that systematically explains the principles and techniques for designing and implementing compilers.
  • 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: Languages, Compilers, and Tools for Embedded Systems
Triple: [LCTES, fullName, Languages, Compilers, and Tools for Embedded Systems]
Generated description
Languages, Compilers, and Tools for Embedded Systems (LCTES) is a research conference focused on programming languages, compilation techniques, and development tools for embedded and real-time computing systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Languages, Compilers, and Tools for Embedded Systems
Target entity description: Languages, Compilers, and Tools for Embedded Systems (LCTES) is a research conference focused on programming languages, compilation techniques, and development tools for embedded and real-time computing systems.
  • A. International Conference on Embedded Software
    The International Conference on Embedded Software is a leading academic conference focused on research and advances in the design, analysis, and implementation of embedded software systems.
  • B. 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.
  • C. ACM Transactions on Embedded Computing Systems
    ACM Transactions on Embedded Computing Systems is a peer-reviewed scholarly journal published by the Association for Computing Machinery that focuses on research and developments in embedded computing systems and related technologies.
  • D. Types and Programming Languages (research contributions)
    Types and Programming Languages (research contributions) refers to Tobias Nipkow’s influential work advancing the theory and mechanization of type systems and programming language semantics, particularly through formal verification and theorem proving.
  • E. Compiler Construction
    Compiler Construction is a foundational textbook by Niklaus Wirth that systematically explains the principles and techniques for designing and implementing compilers.
  • 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_69ad85ac312481909e7027ced1456a9f completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb927e8d081908a5ab283da93beb2 completed March 8, 2026, 6 p.m.
NED1 Entity disambiguation (via context triple) batch_69b34be16dd48190a51f4e13a6a13a4f completed March 12, 2026, 11:27 p.m.
NEDg Description generation batch_69b34e4972008190af3b84f26b4a3629 completed March 12, 2026, 11:37 p.m.
NED2 Entity disambiguation (via description) batch_69b34fc6c3f88190ba1a08243232df05 completed March 12, 2026, 11:44 p.m.
Created at: March 8, 2026, 3:15 p.m.