Triple

T7329497
Position Surface form Disambiguated ID Type / Status
Subject Oberon E168960 entity
Predicate hasImplementation P3697 FINISHED
Object Ofront+ compiler
Ofront+ compiler is a modern, optimizing Oberon-to-C translator and development toolchain designed to support Oberon programming on contemporary platforms.
E656387 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: Ofront+ compiler | Statement: [Oberon, hasImplementation, Ofront+ compiler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ofront+ compiler
Context triple: [Oberon, hasImplementation, Ofront+ compiler]
  • A. ReScript compiler (historical)
    The historical ReScript compiler is the original ReasonML-to-JavaScript compilation tool that later evolved into the standalone ReScript language and toolchain.
  • B. Oberon programming language
    The Oberon programming language is a minimalist, modular, and strongly typed language designed by Niklaus Wirth as the successor to Modula-2, emphasizing simplicity and efficiency in both language and operating system design.
  • C. 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.
  • D. Outer Forth
    Outer Forth is the seaward, outer section of Scotland’s Firth of Forth estuary, where the river broadens toward the North Sea.
  • E. Algol 68R
    Algol 68R is a revised, more practical and implementable version of the Algol 68 programming language, created to simplify and clarify the original language’s complex design.
  • 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: Ofront+ compiler
Triple: [Oberon, hasImplementation, Ofront+ compiler]
Generated description
Ofront+ compiler is a modern, optimizing Oberon-to-C translator and development toolchain designed to support Oberon programming on contemporary platforms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ofront+ compiler
Target entity description: Ofront+ compiler is a modern, optimizing Oberon-to-C translator and development toolchain designed to support Oberon programming on contemporary platforms.
  • A. ReScript compiler (historical)
    The historical ReScript compiler is the original ReasonML-to-JavaScript compilation tool that later evolved into the standalone ReScript language and toolchain.
  • B. Oberon programming language
    The Oberon programming language is a minimalist, modular, and strongly typed language designed by Niklaus Wirth as the successor to Modula-2, emphasizing simplicity and efficiency in both language and operating system design.
  • C. 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.
  • D. Outer Forth
    Outer Forth is the seaward, outer section of Scotland’s Firth of Forth estuary, where the river broadens toward the North Sea.
  • E. Algol 68R
    Algol 68R is a revised, more practical and implementable version of the Algol 68 programming language, created to simplify and clarify the original language’s complex design.
  • 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_69c68a54cacc81908e3b773441f19566 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f0a9c0f081909218560d8a4f4995 completed March 27, 2026, 9:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7ef16f35881909fffba1df072f0d6 completed March 28, 2026, 3:09 p.m.
NEDg Description generation batch_69c7ef9665748190bddc45f234af7a7b completed March 28, 2026, 3:11 p.m.
NED2 Entity disambiguation (via description) batch_69c7f02f95508190a7b323f3f94e4a0f completed March 28, 2026, 3:13 p.m.
Created at: March 27, 2026, 3:03 p.m.