Triple

T6179067
Position Surface form Disambiguated ID Type / Status
Subject Charles Simonyi E137892 entity
Predicate notableWork P4 FINISHED
Object Intentional Programming
Intentional Programming is a software development paradigm proposed by Charles Simonyi that focuses on capturing programmers’ high-level intentions in a more expressive, domain-specific form than traditional programming languages.
 E572852 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: Intentional Programming | Statement: [Charles Simonyi, notableWork, Intentional Programming]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Intentional Programming
Context triple: [Charles Simonyi, notableWork, Intentional Programming]
  • A. The Minimalist Program
    The Minimalist Program is a major theoretical framework in generative linguistics, developed by Noam Chomsky, that seeks to explain the properties of human language through the simplest and most economical principles and mechanisms.
  • B. Intentional Talk
    Intentional Talk is a lighthearted baseball talk show featuring player interviews, game analysis, and humorous commentary on MLB Network.
  • C. "Programs with Common Sense"
    "Programs with Common Sense" is a seminal 1959 paper by John McCarthy that introduced the idea of using formal logic to represent common-sense knowledge and reasoning in artificial intelligence systems.
  • D. Generative Programming: Concepts & Experiences
    Generative Programming: Concepts & Experiences is an academic conference focused on research in generative and component-based software development, programming languages, and software engineering techniques.
  • E. Interactive Software Engineering
    Interactive Software Engineering was a software company founded by Bertrand Meyer, best known for developing the Eiffel programming language and promoting object-oriented software engineering methods.
  • 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: Intentional Programming
Triple: [Charles Simonyi, notableWork, Intentional Programming]
Generated description
Intentional Programming is a software development paradigm proposed by Charles Simonyi that focuses on capturing programmers’ high-level intentions in a more expressive, domain-specific form than traditional programming languages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Intentional Programming
Target entity description: Intentional Programming is a software development paradigm proposed by Charles Simonyi that focuses on capturing programmers’ high-level intentions in a more expressive, domain-specific form than traditional programming languages.
  • A. The Minimalist Program
    The Minimalist Program is a major theoretical framework in generative linguistics, developed by Noam Chomsky, that seeks to explain the properties of human language through the simplest and most economical principles and mechanisms.
  • B. Intentional Talk
    Intentional Talk is a lighthearted baseball talk show featuring player interviews, game analysis, and humorous commentary on MLB Network.
  • C. "Programs with Common Sense"
    "Programs with Common Sense" is a seminal 1959 paper by John McCarthy that introduced the idea of using formal logic to represent common-sense knowledge and reasoning in artificial intelligence systems.
  • D. Generative Programming: Concepts & Experiences
    Generative Programming: Concepts & Experiences is an academic conference focused on research in generative and component-based software development, programming languages, and software engineering techniques.
  • E. Interactive Software Engineering
    Interactive Software Engineering was a software company founded by Bertrand Meyer, best known for developing the Eiffel programming language and promoting object-oriented software engineering methods.
  • 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_69c008a80f748190ba3d07ffc81acb29 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05dcb77948190b5385438f81bf0a8 completed March 22, 2026, 9:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c141bf3f4081909849e38d322da251 completed March 23, 2026, 1:35 p.m.
NEDg Description generation batch_69c14626cab4819092843ff0ea83a6f1 completed March 23, 2026, 1:54 p.m.
NED2 Entity disambiguation (via description) batch_69c146d749dc8190b59f6e0001b5729d completed March 23, 2026, 1:57 p.m.
Created at: March 22, 2026, 4:18 p.m.