Triple
T14439806
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Quarkus |
E358055
|
entity |
| Predicate | hasConcept |
P531
|
FINISHED |
| Object | Quarkus CLI |
E358055
|
NE FINISHED |
How this triple was built (2 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: Quarkus CLI | Statement: [Quarkus, hasConcept, Quarkus CLI]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Quarkus CLI Context triple: [Quarkus, hasConcept, Quarkus CLI]
-
A.
Quarkus
chosen
Quarkus is a Kubernetes-native Java framework optimized for fast startup times and low memory usage, designed primarily for building cloud-native and serverless applications.
-
B.
OpenShift CLI (oc)
OpenShift CLI (oc) is a command-line tool used to manage and interact with OpenShift clusters, enabling developers and administrators to deploy, configure, and monitor applications and resources.
-
C.
Eclipse Vert.x
Eclipse Vert.x is a high-performance, event-driven application framework for the Java Virtual Machine designed for building reactive, scalable, and polyglot networked applications.
-
D.
Flutter CLI
Flutter CLI is the command-line interface tool used to create, build, run, and manage Flutter applications across different platforms.
-
E.
Argo CD
Argo CD is a declarative, GitOps-based continuous delivery tool that automates application deployment and lifecycle management on Kubernetes clusters.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d8279402a88190821ffa39ae15bccf |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de914c1398819090fa2a74d257ba3e |
completed | April 14, 2026, 7:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd5bda6ee88190aeec77092eb3576a |
completed | May 8, 2026, 3:43 a.m. |
Created at: April 10, 2026, 1:18 a.m.