Triple

T9809394
Position Surface form Disambiguated ID Type / Status
Subject Craig Chambers E238229 entity
Predicate knownFor P22 FINISHED
Object Cecil programming language
The Cecil programming language is an experimental, object-oriented and multi-method language developed in the 1990s by Craig Chambers to explore flexible, extensible, and efficient software design.
 E822873 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: Cecil programming language | Statement: [Craig Chambers, knownFor, Cecil programming language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cecil programming language
Context triple: [Craig Chambers, knownFor, Cecil programming language]
  • A. Cyclone programming language
    Cyclone is a safe dialect of the C programming language designed to prevent common memory-management and type-safety errors while retaining low-level control and performance.
  • B. Cedar (programming language)
    Cedar is a systems programming language developed at Xerox PARC in the late 1970s and early 1980s, notable for its support of modular programming, strong typing, and advanced development tools that influenced later language and IDE design.
  • C. Eiffel programming language
    Eiffel is an object-oriented programming language designed by Bertrand Meyer that emphasizes software correctness through features like Design by Contract and strong support for modular, reusable code.
  • D. Vale programming language
    Vale is a memory-safe, performance-focused systems programming language that explores region-based memory management and borrow-checking concepts similar to those in Rust.
  • E. 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.
  • 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: Cecil programming language
Triple: [Craig Chambers, knownFor, Cecil programming language]
Generated description
The Cecil programming language is an experimental, object-oriented and multi-method language developed in the 1990s by Craig Chambers to explore flexible, extensible, and efficient software design.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cecil programming language
Target entity description: The Cecil programming language is an experimental, object-oriented and multi-method language developed in the 1990s by Craig Chambers to explore flexible, extensible, and efficient software design.
  • A. Cyclone programming language
    Cyclone is a safe dialect of the C programming language designed to prevent common memory-management and type-safety errors while retaining low-level control and performance.
  • B. Cedar (programming language)
    Cedar is a systems programming language developed at Xerox PARC in the late 1970s and early 1980s, notable for its support of modular programming, strong typing, and advanced development tools that influenced later language and IDE design.
  • C. Eiffel programming language
    Eiffel is an object-oriented programming language designed by Bertrand Meyer that emphasizes software correctness through features like Design by Contract and strong support for modular, reusable code.
  • D. Vale programming language
    Vale is a memory-safe, performance-focused systems programming language that explores region-based memory management and borrow-checking concepts similar to those in Rust.
  • E. 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.
  • 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_69ca84defac48190abc1148804f184c1 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb21ef32c8190ab4b09d157798451 completed April 2, 2026, 12:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1cc5b4dd8819088c86946b4eb8a39 completed April 5, 2026, 2:43 a.m.
NEDg Description generation batch_69d1cd7f41448190b387109235dbc7f5 completed April 5, 2026, 2:48 a.m.
NED2 Entity disambiguation (via description) batch_69d1cdefca5c8190a673caca42aaa7d0 completed April 5, 2026, 2:50 a.m.
Created at: March 30, 2026, 8:29 p.m.