Triple

T22649954
Position Surface form Disambiguated ID Type / Status
Subject Guillermo Rauch E559064 entity
Predicate notableWork P4 FINISHED
Object serve (static file server)
serve (static file server) is a simple, zero-configuration command-line tool for quickly serving static files over HTTP, commonly used for local development and lightweight deployments.
 E1547621 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: serve (static file server) | Statement: [Guillermo Rauch, notableWork, serve (static file server)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: serve (static file server)
Context triple: [Guillermo Rauch, notableWork, serve (static file server)]
  • A. koa-static
    koa-static is a middleware package for the Koa web framework that serves static files such as HTML, CSS, JavaScript, and images from a specified directory.
  • B. @sveltejs/adapter-static
    @sveltejs/adapter-static is the official SvelteKit adapter that builds your app as a collection of prerendered static files suitable for deployment to any static hosting service.
  • C. Cowboy web server
    Cowboy web server is a small, fast, and modern HTTP server written in Erlang, commonly used in the Elixir ecosystem for building scalable web applications.
  • D. exec server
    The exec server in GNU Hurd is a core system translator responsible for executing programs and managing process creation within the microkernel-based operating system.
  • E. Koa web framework
    Koa is a minimalist, modern Node.js web framework designed by TJ Holowaychuk to provide a smaller, more expressive, and robust foundation for web applications and APIs using async functions.
  • 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: serve (static file server)
Triple: [Guillermo Rauch, notableWork, serve (static file server)]
Generated description
serve (static file server) is a simple, zero-configuration command-line tool for quickly serving static files over HTTP, commonly used for local development and lightweight deployments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: serve (static file server)
Target entity description: serve (static file server) is a simple, zero-configuration command-line tool for quickly serving static files over HTTP, commonly used for local development and lightweight deployments.
  • A. koa-static
    koa-static is a middleware package for the Koa web framework that serves static files such as HTML, CSS, JavaScript, and images from a specified directory.
  • B. @sveltejs/adapter-static
    @sveltejs/adapter-static is the official SvelteKit adapter that builds your app as a collection of prerendered static files suitable for deployment to any static hosting service.
  • C. Cowboy web server
    Cowboy web server is a small, fast, and modern HTTP server written in Erlang, commonly used in the Elixir ecosystem for building scalable web applications.
  • D. exec server
    The exec server in GNU Hurd is a core system translator responsible for executing programs and managing process creation within the microkernel-based operating system.
  • E. Koa web framework
    Koa is a minimalist, modern Node.js web framework designed by TJ Holowaychuk to provide a smaller, more expressive, and robust foundation for web applications and APIs using async functions.
  • 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_69e245489dd88190b1f674acf61c8769 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f1703b40b88190aec5cf2fa28bfcbf completed April 29, 2026, 2:43 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b5866775c81908e851a38b863aacf completed May 18, 2026, 6:20 p.m.
NEDg Description generation batch_6a0b6f5e95ec81909197b2dbca88d7df completed May 18, 2026, 7:58 p.m.
NED2 Entity disambiguation (via description) batch_6a0b7032e5f48190ada4ef53a71716a6 completed May 18, 2026, 8:01 p.m.
Created at: April 17, 2026, 3:05 p.m.