Triple
T19434644
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Java Transaction API |
E486198
|
entity |
| Predicate | usedWith |
P4791
|
FINISHED |
| Object | JPA |
—
|
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: JPA | Statement: [Java Transaction API, usedWith, JPA]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: JPA Context triple: [Java Transaction API, usedWith, JPA]
-
A.
Java Persistence API
chosen
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.
-
B.
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).
-
C.
Hibernate
Hibernate is a widely used Java-based object-relational mapping (ORM) framework that simplifies database access by mapping Java objects to relational tables and handling persistence logic.
-
D.
Jhiben Hot Spring
Jhiben Hot Spring is a popular hot spring resort area in southeastern Taiwan known for its natural thermal waters, scenic mountain surroundings, and spa facilities.
-
E.
Apache OpenJPA
Apache OpenJPA is an open-source Java persistence framework that implements the Jakarta Persistence (JPA) specification for object-relational mapping.
- 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_69d8e8d7ad488190a3373045029b0f3b |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e6335e8f7881909c8b28886521046e |
completed | April 20, 2026, 2:08 p.m. |
Created at: April 10, 2026, 1:37 p.m.