Triple
T28234122
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | DataStream API |
E711831
|
entity |
| Predicate | programmingModelFor |
P107164
|
FINISHED |
| Object | stateful stream processing |
—
|
LITERAL 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: stateful stream processing | Statement: [DataStream API, programmingModelFor, stateful stream processing]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: programmingModelFor Context triple: [DataStream API, programmingModelFor, stateful stream processing]
-
A.
hasProgrammingModel
chosen
Indicates that one entity defines, specifies, or is associated with the programming model used or supported by another entity.
-
B.
developmentModelFor
Indicates that one entity serves as the development model, framework, or paradigm used to guide or structure the creation or evolution of another entity.
-
C.
programDesign
Indicates the relationship in which an entity is responsible for creating, planning, or structuring the overall design of a program or system.
-
D.
usedProgramModel
Indicates that an entity employed a specific program model as the basis or framework for its activities or operations.
-
E.
softwareModel
Indicates that one entity serves as a software-based representation or abstraction (a model) of another entity or system.
- F. None of above.
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_69efb51ece308190b8c269a057e36652 |
completed | April 27, 2026, 7:12 p.m. |
| NER | Named-entity recognition | batch_69f676c440708190a4b9974e95d2291a |
completed | May 2, 2026, 10:12 p.m. |
| PD | Predicate disambiguation | batch_69f675fd59608190b246383435e68fce |
completed | May 2, 2026, 10:09 p.m. |
Created at: April 27, 2026, 10:53 p.m.