Triple

T14793093
Position Surface form Disambiguated ID Type / Status
Subject Eiffel (programming language) E347704 entity
Predicate feature P374 FINISHED
Object concurrency model SCOOP
The concurrency model SCOOP is Eiffel’s object-oriented approach to concurrent programming that simplifies synchronization by associating separate objects with their own processors and controlling access through contracts.
E1119902 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: concurrency model SCOOP | Statement: [Eiffel (programming language), feature, concurrency model SCOOP]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: concurrency model SCOOP
Context triple: [Eiffel (programming language), feature, concurrency model SCOOP]
  • A. CSP (Communicating Sequential Processes)
    CSP (Communicating Sequential Processes) is a formal model for describing and analyzing concurrent systems based on independent processes that interact solely through message-passing communication.
  • B. Communication and Concurrency
    Communication and Concurrency is a foundational book in theoretical computer science that introduces process calculi, particularly the Calculus of Communicating Systems (CCS), to model and reason about concurrent systems.
  • C. Cilk work-stealing scheduler
    The Cilk work-stealing scheduler is a parallel runtime scheduling algorithm that efficiently balances dynamic multithreaded workloads by having idle processors "steal" tasks from busy ones, enabling scalable performance on multicore systems.
  • D. Cilk multithreaded programming language
    Cilk is a parallel extension to the C programming language designed for efficient multithreaded computation, featuring simple keywords for task parallelism and a work-stealing scheduler for dynamic load balancing.
  • E. Effective Concurrency
    Effective Concurrency is a series of influential articles by Herb Sutter that explain practical techniques and best practices for writing correct, efficient, and scalable concurrent C++ programs.
  • 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: concurrency model SCOOP
Triple: [Eiffel (programming language), feature, concurrency model SCOOP]
Generated description
The concurrency model SCOOP is Eiffel’s object-oriented approach to concurrent programming that simplifies synchronization by associating separate objects with their own processors and controlling access through contracts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: concurrency model SCOOP
Target entity description: The concurrency model SCOOP is Eiffel’s object-oriented approach to concurrent programming that simplifies synchronization by associating separate objects with their own processors and controlling access through contracts.
  • A. CSP (Communicating Sequential Processes)
    CSP (Communicating Sequential Processes) is a formal model for describing and analyzing concurrent systems based on independent processes that interact solely through message-passing communication.
  • B. Communication and Concurrency
    Communication and Concurrency is a foundational book in theoretical computer science that introduces process calculi, particularly the Calculus of Communicating Systems (CCS), to model and reason about concurrent systems.
  • C. Cilk work-stealing scheduler
    The Cilk work-stealing scheduler is a parallel runtime scheduling algorithm that efficiently balances dynamic multithreaded workloads by having idle processors "steal" tasks from busy ones, enabling scalable performance on multicore systems.
  • D. Cilk multithreaded programming language
    Cilk is a parallel extension to the C programming language designed for efficient multithreaded computation, featuring simple keywords for task parallelism and a work-stealing scheduler for dynamic load balancing.
  • E. Effective Concurrency
    Effective Concurrency is a series of influential articles by Herb Sutter that explain practical techniques and best practices for writing correct, efficient, and scalable concurrent C++ programs.
  • 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_69d822ea8b7c819097dfadf3d45545e6 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69decd5ec43c8190ad7a10a556519bb0 completed April 14, 2026, 11:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe24bea4408190975f4856cc02580e completed May 8, 2026, 6 p.m.
NEDg Description generation batch_69fe25969218819090f5a6fa9b8dcbae completed May 8, 2026, 6:04 p.m.
NED2 Entity disambiguation (via description) batch_69fe2616fc688190a126dab0cb1b1892 completed May 8, 2026, 6:06 p.m.
Created at: April 10, 2026, 1:31 a.m.