Triple

T3413969
Position Surface form Disambiguated ID Type / Status
Subject PEPM E71963 entity
Predicate hasAcronymFor P36183 FINISHED
Object Partial Evaluation and Program Manipulation
Partial Evaluation and Program Manipulation (PEPM) is a specialized conference and research area in computer science focused on techniques for program transformation, optimization, and analysis through partial evaluation and related methods.
E355614 NE FINISHED

How this triple was built (5 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: Partial Evaluation and Program Manipulation | Statement: [PEPM, hasAcronymFor, Partial Evaluation and Program Manipulation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Partial Evaluation and Program Manipulation
Context triple: [PEPM, hasAcronymFor, Partial Evaluation and Program Manipulation]
  • A. Computing with Register Machines
    "Computing with Register Machines" is a chapter in the classic computer science textbook *Structure and Interpretation of Computer Programs* that introduces low-level machine models and shows how higher-level language constructs can be implemented using simple register-based operations.
  • B. The Logic of Computer Programming
    The Logic of Computer Programming is a foundational textbook in theoretical computer science that rigorously develops methods for specifying, proving, and reasoning about the correctness of computer programs.
  • C. Revised^n Report on the Algorithmic Language Scheme
    The Revised^n Report on the Algorithmic Language Scheme is the series of formal documents that define and evolve the official specification of the Scheme programming language.
  • D. The Calculus of Computation
    The Calculus of Computation is a textbook that introduces the mathematical foundations of verification, focusing on logic-based methods for specifying and proving properties of computational systems.
  • E. 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.
  • 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: Partial Evaluation and Program Manipulation
Triple: [PEPM, hasAcronymFor, Partial Evaluation and Program Manipulation]
Generated description
Partial Evaluation and Program Manipulation (PEPM) is a specialized conference and research area in computer science focused on techniques for program transformation, optimization, and analysis through partial evaluation and related methods.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Partial Evaluation and Program Manipulation
Target entity description: Partial Evaluation and Program Manipulation (PEPM) is a specialized conference and research area in computer science focused on techniques for program transformation, optimization, and analysis through partial evaluation and related methods.
  • A. Computing with Register Machines
    "Computing with Register Machines" is a chapter in the classic computer science textbook *Structure and Interpretation of Computer Programs* that introduces low-level machine models and shows how higher-level language constructs can be implemented using simple register-based operations.
  • B. The Logic of Computer Programming
    The Logic of Computer Programming is a foundational textbook in theoretical computer science that rigorously develops methods for specifying, proving, and reasoning about the correctness of computer programs.
  • C. Revised^n Report on the Algorithmic Language Scheme
    The Revised^n Report on the Algorithmic Language Scheme is the series of formal documents that define and evolve the official specification of the Scheme programming language.
  • D. The Calculus of Computation
    The Calculus of Computation is a textbook that introduces the mathematical foundations of verification, focusing on logic-based methods for specifying and proving properties of computational systems.
  • E. 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.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasAcronymFor
Context triple: [PEPM, hasAcronymFor, Partial Evaluation and Program Manipulation]
  • A. hasAcronymOrigin
    Indicates that an acronym is derived from or originates from a specific longer expression or name.
  • B. acronymExpansion
    Indicates that one term is an acronym whose letters stand for the words in another, longer expression.
  • C. hasAcronymExpansionLanguage
    Indicates that a specified language is the language in which an acronym’s full expansion is expressed.
  • D. hasCommonAcronymUsage
    Indicates that two terms share the same commonly used acronym in practice.
  • E. abbreviationUsedFor chosen
    Indicates that a particular shortened form or acronym is used to represent or stand in for a longer term, name, or expression.
  • F. None of above.

Provenance (6 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.
PD Predicate disambiguation batch_69adadfcbc38819080852c18240451c5 completed March 8, 2026, 5:12 p.m.
Created at: March 8, 2026, 3:15 p.m.