Triple

T14439857
Position Surface form Disambiguated ID Type / Status
Subject FreeMarker templates E358057 entity
Predicate usedWith P4791 FINISHED
Object FreeMarker template engine
FreeMarker template engine is a Java-based templating library commonly used to generate text output such as HTML, configuration files, and source code from templates and data models.
E358057 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: FreeMarker template engine | Statement: [FreeMarker templates, usedWith, FreeMarker template engine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FreeMarker template engine
Context triple: [FreeMarker templates, usedWith, FreeMarker template engine]
  • A. FreeMarker templates
    FreeMarker templates are text-based templates used with the FreeMarker engine to generate dynamic content such as HTML, configuration files, or source code by combining static text with data-driven placeholders and logic.
  • B. Twirl template engine
    Twirl template engine is a Scala-based HTML templating system used to generate dynamic web pages, notably integrated into the Play Framework.
  • C. Handlebars
    Handlebars is a popular logic-less templating engine for JavaScript that enables clean, readable templates with embedded expressions for dynamic HTML generation.
  • D. jade template engine (now Pug)
    Jade (now known as Pug) is a high-performance, whitespace-sensitive templating engine for Node.js and web applications that uses a concise, indentation-based syntax to generate HTML.
  • E. EJS
    EJS (Embedded JavaScript) is a simple templating language that lets you generate HTML markup with plain JavaScript code.
  • 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: FreeMarker template engine
Triple: [FreeMarker templates, usedWith, FreeMarker template engine]
Generated description
FreeMarker template engine is a Java-based templating library commonly used to generate text output such as HTML, configuration files, and source code from templates and data models.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FreeMarker template engine
Target entity description: FreeMarker template engine is a Java-based templating library commonly used to generate text output such as HTML, configuration files, and source code from templates and data models.
  • A. FreeMarker templates chosen
    FreeMarker templates are text-based templates used with the FreeMarker engine to generate dynamic content such as HTML, configuration files, or source code by combining static text with data-driven placeholders and logic.
  • B. Twirl template engine
    Twirl template engine is a Scala-based HTML templating system used to generate dynamic web pages, notably integrated into the Play Framework.
  • C. Handlebars
    Handlebars is a popular logic-less templating engine for JavaScript that enables clean, readable templates with embedded expressions for dynamic HTML generation.
  • D. jade template engine (now Pug)
    Jade (now known as Pug) is a high-performance, whitespace-sensitive templating engine for Node.js and web applications that uses a concise, indentation-based syntax to generate HTML.
  • E. EJS
    EJS (Embedded JavaScript) is a simple templating language that lets you generate HTML markup with plain JavaScript code.
  • F. None of above.

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_69d8279402a88190821ffa39ae15bccf completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de914c1398819090fa2a74d257ba3e completed April 14, 2026, 7:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd5bda6ee88190aeec77092eb3576a completed May 8, 2026, 3:43 a.m.
NEDg Description generation batch_69fd5d8c0e4881908dac3fb5a5ac79bc completed May 8, 2026, 3:50 a.m.
NED2 Entity disambiguation (via description) batch_69fd5e46c184819092ebb2b5aad28125 completed May 8, 2026, 3:53 a.m.
Created at: April 10, 2026, 1:18 a.m.