Triple

T4530000
Position Surface form Disambiguated ID Type / Status
Subject Jeremy Ashkenas E106271 entity
Predicate knownFor P22 FINISHED
Object Underscore.js
Underscore.js is a popular JavaScript utility library that provides functional programming helpers for working with arrays, objects, and other data types.
E449164 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: Underscore.js | Statement: [Jeremy Ashkenas, knownFor, Underscore.js]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Underscore.js
Context triple: [Jeremy Ashkenas, knownFor, Underscore.js]
  • A. Handlebars
    Handlebars is a popular logic-less templating engine for JavaScript that enables clean, readable templates with embedded expressions for dynamic HTML generation.
  • B. Backbone
    Backbone is an American rapper from Atlanta best known as a member of the Dungeon Family collective and for his early-2000s Southern hip hop work.
  • C. CoffeeScript
    CoffeeScript is a programming language that compiles to JavaScript, offering a more concise, Python- and Ruby-like syntax for writing web application code.
  • D. Should.js
    Should.js is a behavior-driven development (BDD) assertion library for Node.js and JavaScript that provides expressive, chainable assertions for testing.
  • E. AngularJS
    AngularJS is a pioneering JavaScript framework developed by Google that introduced a structured, declarative approach to building dynamic single-page web applications.
  • 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: Underscore.js
Triple: [Jeremy Ashkenas, knownFor, Underscore.js]
Generated description
Underscore.js is a popular JavaScript utility library that provides functional programming helpers for working with arrays, objects, and other data types.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Underscore.js
Target entity description: Underscore.js is a popular JavaScript utility library that provides functional programming helpers for working with arrays, objects, and other data types.
  • A. Handlebars
    Handlebars is a popular logic-less templating engine for JavaScript that enables clean, readable templates with embedded expressions for dynamic HTML generation.
  • B. Backbone
    Backbone is an American rapper from Atlanta best known as a member of the Dungeon Family collective and for his early-2000s Southern hip hop work.
  • C. CoffeeScript
    CoffeeScript is a programming language that compiles to JavaScript, offering a more concise, Python- and Ruby-like syntax for writing web application code.
  • D. Should.js
    Should.js is a behavior-driven development (BDD) assertion library for Node.js and JavaScript that provides expressive, chainable assertions for testing.
  • E. AngularJS
    AngularJS is a pioneering JavaScript framework developed by Google that introduced a structured, declarative approach to building dynamic single-page web applications.
  • 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_69bd43f3d6e08190a91824f833d51bbe completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd579ba4188190b4cef6e91772f7e5 completed March 20, 2026, 2:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69bda46101648190b0c3ca8cfe54b965 completed March 20, 2026, 7:47 p.m.
NEDg Description generation batch_69bda4c94d648190985aeac00bc711ce completed March 20, 2026, 7:49 p.m.
NED2 Entity disambiguation (via description) batch_69bda51d0ddc8190aefa7a9ecd1cf612 completed March 20, 2026, 7:50 p.m.
Created at: March 20, 2026, 1:03 p.m.