Triple

T14341559
Position Surface form Disambiguated ID Type / Status
Subject PPDP E355616 entity
Predicate fullName P16 FINISHED
Object Principles and Practice of Declarative Programming
Principles and Practice of Declarative Programming is an international academic conference focused on research and advances in declarative programming languages and paradigms.
E1093131 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: Principles and Practice of Declarative Programming | Statement: [PPDP, fullName, Principles and Practice of Declarative Programming]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Principles and Practice of Declarative Programming
Context triple: [PPDP, fullName, Principles and Practice of Declarative Programming]
  • A. Practical Aspects of Declarative Languages
    Practical Aspects of Declarative Languages is an academic conference focused on the practical implementation, application, and evaluation of declarative programming languages and related technologies.
  • B. DataBase systems and Logic Programming
    DataBase systems and Logic Programming (DBLP) is a computer science bibliography project that indexes research publications in areas such as databases, logic programming, and related fields.
  • C. Kripke–Kleene semantics in logic programming
    Kripke–Kleene semantics in logic programming is a three-valued, fixed-point-based approach to interpreting logic programs that captures partial or undefined information without committing to classical true/false evaluations.
  • D. 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.
  • E. Dijkstra weakest precondition calculus
    Dijkstra weakest precondition calculus is a formal method for reasoning about program correctness by computing the weakest conditions that must hold before execution to guarantee a desired postcondition.
  • 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: Principles and Practice of Declarative Programming
Triple: [PPDP, fullName, Principles and Practice of Declarative Programming]
Generated description
Principles and Practice of Declarative Programming is an international academic conference focused on research and advances in declarative programming languages and paradigms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Principles and Practice of Declarative Programming
Target entity description: Principles and Practice of Declarative Programming is an international academic conference focused on research and advances in declarative programming languages and paradigms.
  • A. Practical Aspects of Declarative Languages
    Practical Aspects of Declarative Languages is an academic conference focused on the practical implementation, application, and evaluation of declarative programming languages and related technologies.
  • B. DataBase systems and Logic Programming
    DataBase systems and Logic Programming (DBLP) is a computer science bibliography project that indexes research publications in areas such as databases, logic programming, and related fields.
  • C. Kripke–Kleene semantics in logic programming
    Kripke–Kleene semantics in logic programming is a three-valued, fixed-point-based approach to interpreting logic programs that captures partial or undefined information without committing to classical true/false evaluations.
  • D. 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.
  • E. Dijkstra weakest precondition calculus
    Dijkstra weakest precondition calculus is a formal method for reasoning about program correctness by computing the weakest conditions that must hold before execution to guarantee a desired postcondition.
  • 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_69d8278fa2108190bc0d0e7939c1eb03 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de8e87febc8190a63c668cbd0fd713 completed April 14, 2026, 6:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd469bc538819099ed5b7061cf140d completed May 8, 2026, 2:12 a.m.
NEDg Description generation batch_69fd477d0dd4819084116b385077324c completed May 8, 2026, 2:16 a.m.
NED2 Entity disambiguation (via description) batch_69fd4828f44c81908903d1391c83cc60 completed May 8, 2026, 2:19 a.m.
Created at: April 10, 2026, 1:14 a.m.