Triple

T1041615
Position Surface form Disambiguated ID Type / Status
Subject Automattic E22480 entity
Predicate operates P24 FINISHED
Object Akismet
Akismet is a widely used anti-spam service that automatically filters spam comments and form submissions for websites, especially on WordPress.
 E22480 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: Akismet | Statement: [Automattic, operates, Akismet]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Akismet
Context triple: [Automattic, operates, Akismet]
  • A. Automattic
    Automattic is a web development and publishing company best known for owning and operating WordPress.com and several other major online platforms and tools.
  • B. Marketo
    Marketo is a leading marketing automation software platform that helps businesses manage and optimize digital marketing campaigns and customer engagement.
  • C. WordPress
    WordPress is a widely used open-source content management system that enables users to create, manage, and publish websites and blogs through a user-friendly, web-based interface.
  • D. Sprinklr
    Sprinklr is a customer experience management and social media analytics software company that helps large enterprises manage and optimize interactions across digital channels.
  • E. Blogger
    Blogger is a popular online platform that allows users to create, publish, and manage personal or professional blogs on the web.
  • 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: Akismet
Triple: [Automattic, operates, Akismet]
Generated description
Akismet is a widely used anti-spam service that automatically filters spam comments and form submissions for websites, especially on WordPress.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Akismet
Target entity description: Akismet is a widely used anti-spam service that automatically filters spam comments and form submissions for websites, especially on WordPress.
  • A. Automattic chosen
    Automattic is a web development and publishing company best known for owning and operating WordPress.com and several other major online platforms and tools.
  • B. Marketo
    Marketo is a leading marketing automation software platform that helps businesses manage and optimize digital marketing campaigns and customer engagement.
  • C. WordPress
    WordPress is a widely used open-source content management system that enables users to create, manage, and publish websites and blogs through a user-friendly, web-based interface.
  • D. Sprinklr
    Sprinklr is a customer experience management and social media analytics software company that helps large enterprises manage and optimize interactions across digital channels.
  • E. Blogger
    Blogger is a popular online platform that allows users to create, publish, and manage personal or professional blogs on the web.
  • 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_69a493d91478819094cc01fb65564bc1 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b82f6c14819080277443ea4722dd completed March 1, 2026, 10:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac3bc768948190b1cda4eea93fe4b6 completed March 7, 2026, 2:52 p.m.
NEDg Description generation batch_69ac3c41ab70819090084c508dbfd295 completed March 7, 2026, 2:54 p.m.
NED2 Entity disambiguation (via description) batch_69ac3cbd43848190854add440753fdad completed March 7, 2026, 2:57 p.m.
Created at: March 1, 2026, 7:42 p.m.