Triple

T11958741
Position Surface form Disambiguated ID Type / Status
Subject Annex D (Real-Time Systems) E284615 entity
Predicate relatedTo P37 FINISHED
Object Annex C (Systems Programming)
Annex C (Systems Programming) is a section of the Ada programming language standard that defines features and pragmas tailored for low-level, system-dependent, and performance-critical software development.
E956212 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: Annex C (Systems Programming) | Statement: [Annex D (Real-Time Systems), relatedTo, Annex C (Systems Programming)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Annex C (Systems Programming)
Context triple: [Annex D (Real-Time Systems), relatedTo, Annex C (Systems Programming)]
  • A. Annex D (Real-Time Systems)
    Annex D (Real-Time Systems) is a specialized section of the Ada language standard that defines features and semantics for building deterministic, high-integrity real-time applications.
  • B. The Unix Programming Environment
    The Unix Programming Environment is a classic 1984 book by Brian W. Kernighan and Rob Pike that introduces the philosophy, tools, and practices of software development on Unix systems.
  • C. The C Programming Language
    The C Programming Language is a classic programming book that introduced and defined the C language, serving as its authoritative reference and a foundational text in computer science.
  • D. Annex H (High Integrity Systems)
    Annex H (High Integrity Systems) is an Ada language annex that defines specialized features and restrictions to support the development of high-integrity, safety- and security-critical software systems.
  • E. A-0 System compiler
    The A-0 System compiler was one of the first compilers ever created, developed by computer scientist Grace Hopper to translate symbolic mathematical code into machine language for early computers.
  • 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: Annex C (Systems Programming)
Triple: [Annex D (Real-Time Systems), relatedTo, Annex C (Systems Programming)]
Generated description
Annex C (Systems Programming) is a section of the Ada programming language standard that defines features and pragmas tailored for low-level, system-dependent, and performance-critical software development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Annex C (Systems Programming)
Target entity description: Annex C (Systems Programming) is a section of the Ada programming language standard that defines features and pragmas tailored for low-level, system-dependent, and performance-critical software development.
  • A. Annex D (Real-Time Systems)
    Annex D (Real-Time Systems) is a specialized section of the Ada language standard that defines features and semantics for building deterministic, high-integrity real-time applications.
  • B. The Unix Programming Environment
    The Unix Programming Environment is a classic 1984 book by Brian W. Kernighan and Rob Pike that introduces the philosophy, tools, and practices of software development on Unix systems.
  • C. The C Programming Language
    The C Programming Language is a classic programming book that introduced and defined the C language, serving as its authoritative reference and a foundational text in computer science.
  • D. Annex H (High Integrity Systems)
    Annex H (High Integrity Systems) is an Ada language annex that defines specialized features and restrictions to support the development of high-integrity, safety- and security-critical software systems.
  • E. A-0 System compiler
    The A-0 System compiler was one of the first compilers ever created, developed by computer scientist Grace Hopper to translate symbolic mathematical code into machine language for early computers.
  • 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_69d6ab2db38c8190b1f0ed6663ef8ada completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903681a00819098c2b5260e2ef834 completed April 10, 2026, 2:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69f459210d1c8190953cd01da3d2ad04 completed May 1, 2026, 7:41 a.m.
NEDg Description generation batch_69f4645ef63881909b46937f73d637a3 completed May 1, 2026, 8:29 a.m.
NED2 Entity disambiguation (via description) batch_69f465be4db08190882898a17d077019 completed May 1, 2026, 8:35 a.m.
Created at: April 8, 2026, 9:45 p.m.