Triple
T10020121
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Java Persistence API |
E200590
|
entity |
| Predicate | hasImplementation |
P3697
|
FINISHED |
| Object |
DataNucleus
DataNucleus is an open-source Java persistence framework that provides comprehensive support for JPA and other data access standards across a wide range of datastores.
|
E836373
|
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: DataNucleus | Statement: [Java Persistence API, hasImplementation, DataNucleus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: DataNucleus Context triple: [Java Persistence API, hasImplementation, DataNucleus]
-
A.
Jakarta Persistence
Jakarta Persistence is a Jakarta EE specification that defines a standard API for managing relational data persistence in Java applications using object-relational mapping (ORM).
-
B.
Object Data Manager (ODM)
Object Data Manager (ODM) is IBM AIX’s low-level database-like system for storing and managing configuration and system object information.
-
C.
Java Persistence API
Java Persistence API is a Java specification that standardizes object-relational mapping and data persistence for Java applications, enabling developers to manage relational data using plain Java objects.
-
D.
Oracle TopLink
Oracle TopLink is an object-relational mapping (ORM) and persistence framework from Oracle that simplifies mapping Java objects to relational databases in enterprise applications.
-
E.
Blazegraph
Blazegraph is an open-source, high-performance graph database and triplestore engine designed for large-scale RDF data and SPARQL querying.
- 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: DataNucleus Triple: [Java Persistence API, hasImplementation, DataNucleus]
Generated description
DataNucleus is an open-source Java persistence framework that provides comprehensive support for JPA and other data access standards across a wide range of datastores.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: DataNucleus Target entity description: DataNucleus is an open-source Java persistence framework that provides comprehensive support for JPA and other data access standards across a wide range of datastores.
-
A.
Jakarta Persistence
Jakarta Persistence is a Jakarta EE specification that defines a standard API for managing relational data persistence in Java applications using object-relational mapping (ORM).
-
B.
Object Data Manager (ODM)
Object Data Manager (ODM) is IBM AIX’s low-level database-like system for storing and managing configuration and system object information.
-
C.
Java Persistence API
Java Persistence API is a Java specification that standardizes object-relational mapping and data persistence for Java applications, enabling developers to manage relational data using plain Java objects.
-
D.
Oracle TopLink
Oracle TopLink is an object-relational mapping (ORM) and persistence framework from Oracle that simplifies mapping Java objects to relational databases in enterprise applications.
-
E.
Blazegraph
Blazegraph is an open-source, high-performance graph database and triplestore engine designed for large-scale RDF data and SPARQL querying.
- 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_69ca831c45f08190ac1505cc15076608 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cdcd777b208190ad75eac79eec0c2f |
completed | April 2, 2026, 1:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d26ab241848190a97dea745f6d2324 |
completed | April 5, 2026, 1:59 p.m. |
| NEDg | Description generation | batch_69d26b84271881909c3a1b8a05e2c8a2 |
completed | April 5, 2026, 2:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d26f50dc008190866f0ba45b671560 |
completed | April 5, 2026, 2:18 p.m. |
Created at: March 30, 2026, 8:53 p.m.