Triple
T7938430
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | OpenStack Heat |
E184335
|
entity |
| Predicate | integratesWith |
P1075
|
FINISHED |
| Object | OpenStack Aodh |
E699773
|
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: OpenStack Aodh | Statement: [OpenStack Heat, integratesWith, OpenStack Aodh]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: OpenStack Aodh Context triple: [OpenStack Heat, integratesWith, OpenStack Aodh]
-
A.
OpenStack Aodh
chosen
OpenStack Aodh is the alarming and event notification service in the OpenStack ecosystem, used to define and trigger alarms based on telemetry and other metrics.
-
B.
OpenStack Ceilometer
OpenStack Ceilometer is the telemetry and metering service in the OpenStack ecosystem that collects, normalizes, and stores usage and performance data for monitoring, billing, and autoscaling purposes.
-
C.
OpenStack Heat
OpenStack Heat is the orchestration component of the OpenStack cloud platform that enables users to define and manage infrastructure resources using templates.
-
D.
OpenStack Sahara
OpenStack Sahara is the data processing service within the OpenStack ecosystem that simplifies deploying and managing big data frameworks like Hadoop and Spark on cloud infrastructure.
-
E.
OpenStack Inspector
OpenStack Inspector is a hardware introspection service in the OpenStack ecosystem that collects and analyzes bare metal node data to support automated provisioning and management.
- 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_69ca8290c21c8190906a5ca6fe2b03c4 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb3af0a2048190838d1aeda59fda0b |
completed | March 31, 2026, 3:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cbe019a094819082baecdcb007c84f |
completed | March 31, 2026, 2:54 p.m. |
Created at: March 30, 2026, 5:08 p.m.