Triple
T8415249
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | IDG World Expo |
E198715
|
entity |
| Predicate | organizes |
P123
|
FINISHED |
| Object |
LinuxWorld Conference & Expo
LinuxWorld Conference & Expo was a major technology trade show and conference focused on the Linux operating system and open-source software, bringing together developers, vendors, and IT professionals.
|
E732977
|
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: LinuxWorld Conference & Expo | Statement: [IDG World Expo, organizes, LinuxWorld Conference & Expo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: LinuxWorld Conference & Expo Context triple: [IDG World Expo, organizes, LinuxWorld Conference & Expo]
-
A.
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.
-
B.
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.
-
C.
Linux Plumbers Conference
The Linux Plumbers Conference is a technical gathering focused on solving core design and integration problems in the Linux ecosystem, bringing together kernel and user-space developers for in-depth collaboration.
-
D.
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.
-
E.
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.
- 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: LinuxWorld Conference & Expo Triple: [IDG World Expo, organizes, LinuxWorld Conference & Expo]
Generated description
LinuxWorld Conference & Expo was a major technology trade show and conference focused on the Linux operating system and open-source software, bringing together developers, vendors, and IT professionals.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: LinuxWorld Conference & Expo Target entity description: LinuxWorld Conference & Expo was a major technology trade show and conference focused on the Linux operating system and open-source software, bringing together developers, vendors, and IT professionals.
-
A.
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.
-
B.
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.
-
C.
Linux Plumbers Conference
The Linux Plumbers Conference is a technical gathering focused on solving core design and integration problems in the Linux ecosystem, bringing together kernel and user-space developers for in-depth collaboration.
-
D.
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.
-
E.
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.
- 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_69ca831201b481909e137936ef99ff11 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cb83e443a08190983d9a0a61e0f781 |
completed | March 31, 2026, 8:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce0333a3488190ba30d03b1d7bacb1 |
completed | April 2, 2026, 5:48 a.m. |
| NEDg | Description generation | batch_69ce0781859c8190bb92f41c00af459b |
completed | April 2, 2026, 6:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce089d09c08190ba321aed4044a862 |
completed | April 2, 2026, 6:11 a.m. |
Created at: March 30, 2026, 6:06 p.m.