Triple

T7386897
Position Surface form Disambiguated ID Type / Status
Subject Herb Sutter E170403 entity
Predicate notableWork P4 FINISHED
Object 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.
 E660911 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: Effective Concurrency | Statement: [Herb Sutter, notableWork, Effective Concurrency]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Effective Concurrency
Context triple: [Herb Sutter, notableWork, Effective Concurrency]
  • A. 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.
  • B. Jakarta Concurrency
    Jakarta Concurrency is a Jakarta EE specification that defines standardized APIs and mechanisms for managing asynchronous and parallel execution in enterprise Java applications.
  • C. Verification of Concurrent Programs
    "Verification of Concurrent Programs" is a foundational computer science text that presents formal methods and techniques for proving the correctness of programs that execute concurrently.
  • D. Open Multi-Processing
    Open Multi-Processing is an application programming interface that supports multi-platform shared-memory parallel programming in C, C++, and Fortran.
  • E. 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.
  • 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: Effective Concurrency
Triple: [Herb Sutter, notableWork, Effective Concurrency]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Effective Concurrency
Target entity description: 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.
  • A. 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.
  • B. Jakarta Concurrency
    Jakarta Concurrency is a Jakarta EE specification that defines standardized APIs and mechanisms for managing asynchronous and parallel execution in enterprise Java applications.
  • C. Verification of Concurrent Programs
    "Verification of Concurrent Programs" is a foundational computer science text that presents formal methods and techniques for proving the correctness of programs that execute concurrently.
  • D. Open Multi-Processing
    Open Multi-Processing is an application programming interface that supports multi-platform shared-memory parallel programming in C, C++, and Fortran.
  • E. 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.
  • 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_69c68a5e2c9081909e713ce866e0060a completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f1f2bac481908ac74069182a4ce4 completed March 27, 2026, 9:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69c802e56fb48190976612d2a94d6ee5 completed March 28, 2026, 4:33 p.m.
NEDg Description generation batch_69c803707cec8190bb474c959ef93d48 completed March 28, 2026, 4:36 p.m.
NED2 Entity disambiguation (via description) batch_69c803ed9ec4819090a9481954060769 completed March 28, 2026, 4:38 p.m.
Created at: March 27, 2026, 3:08 p.m.