Triple

T26376213
Position Surface form Disambiguated ID Type / Status
Subject Herb Sutter E660907 entity
Predicate topicOfWriting P97423 FINISHED
Object C++ language evolution
C++ language evolution refers to the ongoing process of modernizing and extending the C++ programming language through new standards, features, and best practices that improve safety, performance, and expressiveness.
 E1720394 NE FINISHED

How this triple was built (3 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: C++ language evolution | Statement: [Herb Sutter, topicOfWriting, C++ language evolution]
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: C++ language evolution
Triple: [Herb Sutter, topicOfWriting, C++ language evolution]
Generated description
C++ language evolution refers to the ongoing process of modernizing and extending the C++ programming language through new standards, features, and best practices that improve safety, performance, and expressiveness.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: topicOfWriting
Context triple: [Herb Sutter, topicOfWriting, C++ language evolution]
  • A. topicOfDialogue
    Indicates that a particular subject or theme is the main focus of a dialogue or conversation between entities.
  • B. writingFocus
    Indicates that an entity’s primary attention or effort is directed toward writing or written expression.
  • C. fieldOfWriting chosen
    Indicates that one entity is the domain, genre, or subject area in which another entity writes or produces written work.
  • D. primaryTopicOf
    Indicates that a given subject is the main or central topic described by another resource (such as a document, page, or record).
  • E. bestWritingCategoryName
    Indicates the specific writing category that is considered the best or most appropriate for an entity.
  • F. None of above.

Provenance (6 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_69ee812a698881908d6a58265995fa39 completed April 26, 2026, 9:18 p.m.
NER Named-entity recognition batch_69f61070d7348190ac0ac38a0249d2b8 completed May 2, 2026, 2:55 p.m.
NED1 Entity disambiguation (via context triple) batch_6a119a759e708190acef4a2d8bcf6ac5 completed May 23, 2026, 12:15 p.m.
NEDg Description generation batch_6a119b2be6d481909c7ab1a8ee3f20fe completed May 23, 2026, 12:18 p.m.
NED2 Entity disambiguation (via description) batch_6a119ba6270881908b5a151d25fb79d8 completed May 23, 2026, 12:20 p.m.
PD Predicate disambiguation batch_69f602d2ec748190ae95154f34c7878f completed May 2, 2026, 1:57 p.m.
Created at: April 26, 2026, 11:01 p.m.