Triple

T3425389

Position	Surface form	Disambiguated ID	Type / Status
Subject	PLDI	`E72217`	entity
Predicate	fullName	`P16`	FINISHED
Object	Programming Language Design and Implementation Programming Language Design and Implementation is a premier annual academic conference focusing on research in programming languages and compilers, sponsored by ACM SIGPLAN.	`E356890`	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: Programming Language Design and Implementation | Statement: [PLDI, fullName, Programming Language Design and Implementation]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Programming Language Design and Implementation
Context triple: [PLDI, fullName, Programming Language Design and Implementation]

A. 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.
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. Compiler Construction
Compiler Construction is a foundational textbook by Niklaus Wirth that systematically explains the principles and techniques for designing and implementing compilers.
D. 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.
E. The Science of Computing
"The Science of Computing" is a foundational work by Peter J. Denning that explores the principles, theory, and practice underlying computer science as a scientific discipline.
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: Programming Language Design and Implementation
Triple: [PLDI, fullName, Programming Language Design and Implementation]

Generated description

Programming Language Design and Implementation is a premier annual academic conference focusing on research in programming languages and compilers, sponsored by ACM SIGPLAN.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Programming Language Design and Implementation
Target entity description: Programming Language Design and Implementation is a premier annual academic conference focusing on research in programming languages and compilers, sponsored by ACM SIGPLAN.

A. 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.
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. Compiler Construction
Compiler Construction is a foundational textbook by Niklaus Wirth that systematically explains the principles and techniques for designing and implementing compilers.
D. 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.
E. The Science of Computing
"The Science of Computing" is a foundational work by Peter J. Denning that explores the principles, theory, and practice underlying computer science as a scientific discipline.
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_69ad85ae14308190bcbc25cfa0246c0b`	completed	March 8, 2026, 2:20 p.m.
NER	Named-entity recognition	`batch_69adb97fa2d88190a79cb8c7be4b3696`	completed	March 8, 2026, 6:01 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b354766bcc81909fb3124262c93f8f`	completed	March 13, 2026, 12:04 a.m.
NEDg	Description generation	`batch_69b35565a688819096c7e5fdf8e944bf`	completed	March 13, 2026, 12:08 a.m.
NED2	Entity disambiguation (via description)	`batch_69b355efa89c8190bf9b2eb3c41257b3`	completed	March 13, 2026, 12:10 a.m.

Created at: March 8, 2026, 3:15 p.m.