Triple
T1041616
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Automattic |
E22480
|
entity |
| Predicate | develops |
P73
|
FINISHED |
| Object |
Akismet
Akismet is a widely used anti-spam service and plugin, particularly for WordPress, that automatically filters spam comments and form submissions on websites.
|
E124265
|
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, develops, Akismet]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Akismet Context triple: [Automattic, develops, 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.
WordPress.com
WordPress.com is a popular hosted blogging and website-building platform that allows users to create and manage websites without needing to run their own server software.
- 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, develops, Akismet]
Generated description
Akismet is a widely used anti-spam service and plugin, particularly for WordPress, that automatically filters spam comments and form submissions on websites.
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 and plugin, particularly for WordPress, that automatically filters spam comments and form submissions on websites.
-
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.
WordPress.com
WordPress.com is a popular hosted blogging and website-building platform that allows users to create and manage websites without needing to run their own server software.
- 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_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_69ac429ad45481908641fcaf72f7d1b9 |
completed | March 7, 2026, 3:22 p.m. |
| NEDg | Description generation | batch_69ac4365965881909ff2cdf8eda07f91 |
completed | March 7, 2026, 3:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac43d1cd1c8190852f8811703ebd5f |
completed | March 7, 2026, 3:27 p.m. |
Created at: March 1, 2026, 7:42 p.m.