Triple
T8285686
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Avi Kivity |
E193780
|
entity |
| Predicate | spokeAt |
P10206
|
FINISHED |
| Object |
LinuxCon
LinuxCon is a major technical conference focused on the Linux kernel and open-source technologies, bringing together developers, maintainers, and industry professionals for talks, collaboration, and community building.
|
E724174
|
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: LinuxCon | Statement: [Avi Kivity, spokeAt, LinuxCon]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: LinuxCon Context triple: [Avi Kivity, spokeAt, LinuxCon]
-
A.
OSCON open source convention
OSCON (Open Source Convention) is a major annual technology conference focused on open source software, drawing developers, technologists, and business leaders for talks, tutorials, and community collaboration.
-
B.
ApacheCon
ApacheCon is the official conference of the Apache Software Foundation, focused on open-source software projects and the Apache community.
-
C.
KubeCon + CloudNativeCon
KubeCon + CloudNativeCon is a major global conference series focused on Kubernetes and cloud native technologies, bringing together developers, end users, and industry leaders to collaborate and share knowledge.
-
D.
Linux Kongress 1997
Linux Kongress 1997 was a notable early Linux developers’ conference where Eric S. Raymond first presented his influential essay “The Cathedral and the Bazaar,” helping shape open-source software culture.
-
E.
Linux Foundation
The Linux Foundation is a nonprofit consortium that supports and promotes the growth of the Linux operating system and other open-source software projects through collaboration, funding, and industry partnerships.
- 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: LinuxCon Triple: [Avi Kivity, spokeAt, LinuxCon]
Generated description
LinuxCon is a major technical conference focused on the Linux kernel and open-source technologies, bringing together developers, maintainers, and industry professionals for talks, collaboration, and community building.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: LinuxCon Target entity description: LinuxCon is a major technical conference focused on the Linux kernel and open-source technologies, bringing together developers, maintainers, and industry professionals for talks, collaboration, and community building.
-
A.
OSCON open source convention
OSCON (Open Source Convention) is a major annual technology conference focused on open source software, drawing developers, technologists, and business leaders for talks, tutorials, and community collaboration.
-
B.
ApacheCon
ApacheCon is the official conference of the Apache Software Foundation, focused on open-source software projects and the Apache community.
-
C.
KubeCon + CloudNativeCon
KubeCon + CloudNativeCon is a major global conference series focused on Kubernetes and cloud native technologies, bringing together developers, end users, and industry leaders to collaborate and share knowledge.
-
D.
Linux Kongress 1997
Linux Kongress 1997 was a notable early Linux developers’ conference where Eric S. Raymond first presented his influential essay “The Cathedral and the Bazaar,” helping shape open-source software culture.
-
E.
Linux Foundation
The Linux Foundation is a nonprofit consortium that supports and promotes the growth of the Linux operating system and other open-source software projects through collaboration, funding, and industry partnerships.
- 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_69ca82e32db481908b72f3804fa71152 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb7ad20ae481908179aba245c73fad |
completed | March 31, 2026, 7:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd688441908190b6b0a39dfb9d87ac |
completed | April 1, 2026, 6:48 p.m. |
| NEDg | Description generation | batch_69cd6d55196881909cf5ec925792e09f |
completed | April 1, 2026, 7:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd7e2bdae08190adc51e904e85695e |
completed | April 1, 2026, 8:21 p.m. |
Created at: March 30, 2026, 5:52 p.m.