Triple
T8247138
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ubuntu |
E192875
|
entity |
| Predicate | extendedSupportOption |
P30191
|
FINISHED |
| Object |
ESM (Expanded Security Maintenance) via Ubuntu Pro
ESM (Expanded Security Maintenance) via Ubuntu Pro is Canonical’s paid service that provides extended security updates and support for Ubuntu systems beyond their standard end-of-life period.
|
E721363
|
NE FINISHED |
How this triple was built (5 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: ESM (Expanded Security Maintenance) via Ubuntu Pro | Statement: [Ubuntu, extendedSupportOption, ESM (Expanded Security Maintenance) via Ubuntu Pro]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ESM (Expanded Security Maintenance) via Ubuntu Pro Context triple: [Ubuntu, extendedSupportOption, ESM (Expanded Security Maintenance) via Ubuntu Pro]
-
A.
Microsoft Defender for Endpoint
Microsoft Defender for Endpoint is an enterprise-grade endpoint security platform from Microsoft that provides advanced threat protection, detection, and response capabilities across organizational devices and networks.
-
B.
Unbreakable Enterprise Kernel
Unbreakable Enterprise Kernel is Oracle’s optimized, enterprise-grade Linux kernel designed to deliver enhanced performance, stability, and support for Oracle workloads and cloud environments.
-
C.
Perseus Distribution
Perseus Distribution is a book distribution company that provides sales, marketing, and logistical services to independent publishers and imprints.
-
D.
linux-lts
linux-lts is the long-term support Linux kernel package in Arch Linux, providing a more stable and less frequently updated kernel compared to the mainline release.
-
E.
Windows Enterprise E3
Windows Enterprise E3 is a business-focused edition of the Windows operating system that provides advanced security, management, and productivity features for organizations.
- 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: ESM (Expanded Security Maintenance) via Ubuntu Pro Triple: [Ubuntu, extendedSupportOption, ESM (Expanded Security Maintenance) via Ubuntu Pro]
Generated description
ESM (Expanded Security Maintenance) via Ubuntu Pro is Canonical’s paid service that provides extended security updates and support for Ubuntu systems beyond their standard end-of-life period.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ESM (Expanded Security Maintenance) via Ubuntu Pro Target entity description: ESM (Expanded Security Maintenance) via Ubuntu Pro is Canonical’s paid service that provides extended security updates and support for Ubuntu systems beyond their standard end-of-life period.
-
A.
Microsoft Defender for Endpoint
Microsoft Defender for Endpoint is an enterprise-grade endpoint security platform from Microsoft that provides advanced threat protection, detection, and response capabilities across organizational devices and networks.
-
B.
Unbreakable Enterprise Kernel
Unbreakable Enterprise Kernel is Oracle’s optimized, enterprise-grade Linux kernel designed to deliver enhanced performance, stability, and support for Oracle workloads and cloud environments.
-
C.
Perseus Distribution
Perseus Distribution is a book distribution company that provides sales, marketing, and logistical services to independent publishers and imprints.
-
D.
linux-lts
linux-lts is the long-term support Linux kernel package in Arch Linux, providing a more stable and less frequently updated kernel compared to the mainline release.
-
E.
Windows Enterprise E3
Windows Enterprise E3 is a business-focused edition of the Windows operating system that provides advanced security, management, and productivity features for organizations.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: extendedSupportOption Context triple: [Ubuntu, extendedSupportOption, ESM (Expanded Security Maintenance) via Ubuntu Pro]
-
A.
extendedSupportEndDate
Indicates the date on which an extended support period for something ends.
-
B.
upgradeOption
chosen
Indicates that one entity serves as a possible improved or higher-level alternative to another entity.
-
C.
extendedInCase
Indicates that one entity is lengthened, prolonged, or expanded when a particular condition or case applies.
-
D.
extendedIn
Indicates that one entity continues, prolongs, or expands the scope, duration, or range of another entity.
-
E.
serviceExtendedTo
Indicates that a service has been made available or expanded to include a particular entity, location, or group.
- F. None of above.
Provenance (6 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_69ca82de7b8c81908d8106f8a53cff9b |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb7875318c819095f971ba513c54fd |
completed | March 31, 2026, 7:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd3530ca148190a28761622d0cf663 |
completed | April 1, 2026, 3:09 p.m. |
| NEDg | Description generation | batch_69cd37a5d3bc8190801b1b0f09eee462 |
completed | April 1, 2026, 3:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd4ef034ec8190a4229b21e6088c79 |
completed | April 1, 2026, 4:59 p.m. |
| PD | Predicate disambiguation | batch_69cb36b437e881909958591357e83b9d |
completed | March 31, 2026, 2:51 a.m. |
Created at: March 30, 2026, 5:48 p.m.