Triple

T815913
Position Surface form Disambiguated ID Type / Status
Subject Rust E17650 entity
Predicate notableProject P4 FINISHED
Object tokio
Tokio is a popular asynchronous runtime and ecosystem for the Rust programming language, providing tools for writing fast, reliable, non-blocking applications.
E97034 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: tokio | Statement: [Rust, notableProject, tokio]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: tokio
Context triple: [Rust, notableProject, tokio]
  • A. Rust
    Rust is a modern systems programming language focused on memory safety, concurrency, and performance without a garbage collector.
  • B. Deno
    Deno is a modern, secure JavaScript and TypeScript runtime created by Ryan Dahl as a successor to Node.js, featuring built-in TypeScript support and a permission-based security model.
  • C. TOR
    TOR is the standard three-letter abbreviation used to represent the Toronto Maple Leafs in sports standings, statistics, and media.
  • D. TIOH
    TIOH is the commonly used acronym for the United States Army Institute of Heraldry, the organization responsible for designing and overseeing official military symbols, insignia, and heraldic items for the U.S. Army and other federal agencies.
  • E. TI
    TI is a technology company best known for designing and manufacturing calculators, semiconductors, and various electronic components.
  • 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: tokio
Triple: [Rust, notableProject, tokio]
Generated description
Tokio is a popular asynchronous runtime and ecosystem for the Rust programming language, providing tools for writing fast, reliable, non-blocking applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: tokio
Target entity description: Tokio is a popular asynchronous runtime and ecosystem for the Rust programming language, providing tools for writing fast, reliable, non-blocking applications.
  • A. Rust
    Rust is a modern systems programming language focused on memory safety, concurrency, and performance without a garbage collector.
  • B. Deno
    Deno is a modern, secure JavaScript and TypeScript runtime created by Ryan Dahl as a successor to Node.js, featuring built-in TypeScript support and a permission-based security model.
  • C. TOR
    TOR is the standard three-letter abbreviation used to represent the Toronto Maple Leafs in sports standings, statistics, and media.
  • D. TIOH
    TIOH is the commonly used acronym for the United States Army Institute of Heraldry, the organization responsible for designing and overseeing official military symbols, insignia, and heraldic items for the U.S. Army and other federal agencies.
  • E. rustup
    rustup is the official Rust toolchain installer and version manager that lets developers easily install, update, and switch between Rust compilers and associated tools.
  • 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_69a4937bcaac8190a322524ac6f45a5a completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4ab5157b08190b6c8f2fd455f261e completed March 1, 2026, 9:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69a76d8d1a448190be8494fa2776615a completed March 3, 2026, 11:23 p.m.
NEDg Description generation batch_69a78bd0a1d48190907434a17853dfb1 completed March 4, 2026, 1:33 a.m.
NED2 Entity disambiguation (via description) batch_69a78c3a57d88190a994ed44bcb2d8d1 completed March 4, 2026, 1:34 a.m.
Created at: March 1, 2026, 7:38 p.m.