Triple
T23154315
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MicroProfile |
E578399
|
entity |
| Predicate | includesAPI |
P126488
|
FINISHED |
| Object | MicroProfile Reactive Streams Operators |
—
|
NE NERFINISHED |
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: MicroProfile Reactive Streams Operators | Statement: [MicroProfile, includesAPI, MicroProfile Reactive Streams Operators]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MicroProfile Reactive Streams Operators Context triple: [MicroProfile, includesAPI, MicroProfile Reactive Streams Operators]
-
A.
Reactive Streams
chosen
Reactive Streams is a standard for asynchronous stream processing with non-blocking back pressure, designed to enable interoperable reactive programming across different libraries and runtimes.
-
B.
Akka Streams
Akka Streams is a library for building and running asynchronous, backpressure-aware data processing pipelines on the JVM, based on the Reactive Streams specification.
-
C.
Kafka Streams
Kafka Streams is a Java library for building real-time, distributed stream processing applications on top of Apache Kafka.
-
D.
Spring WebFlux
Spring WebFlux is a reactive, non-blocking web framework in the Spring ecosystem designed for building scalable, event-driven web applications and APIs.
-
E.
DataStream API
DataStream API is Apache Flink’s core streaming abstraction for building stateful, event-driven data processing applications over unbounded and bounded data streams.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e245fb8de081908f0eba7b5fd75bc4 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18efbe9a08190bcb6e822b8eab544 |
completed | April 29, 2026, 4:54 a.m. |
Created at: April 17, 2026, 4:01 p.m.