Triple
T5186455
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oracle ADF |
E117042
|
entity |
| Predicate | component |
P35
|
FINISHED |
| Object |
ADF Data Controls
ADF Data Controls are a key Oracle ADF framework feature that expose business services and data models in a declarative, reusable way for rapid UI development.
|
E501864
|
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: ADF Data Controls | Statement: [Oracle ADF, component, ADF Data Controls]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ADF Data Controls Context triple: [Oracle ADF, component, ADF Data Controls]
-
A.
Data Control Language
Data Control Language (DCL) is a subset of SQL used to define and manage access permissions and security controls on database objects.
-
B.
Power View
Power View is an interactive data visualization and reporting tool from Microsoft that enables users to create dynamic, presentation-ready dashboards and reports.
-
C.
Data Analysis Expressions
Data Analysis Expressions is a formula and query language used in Microsoft Power BI, Excel, and other Microsoft BI tools to create custom calculations and analyze data in tabular models.
-
D.
DB Navigator
DB Navigator is Deutsche Bahn’s official mobile app for planning journeys and purchasing tickets for national and international train services.
-
E.
Power Pivot
Power Pivot is an Excel data modeling and analysis add-in that enables users to create sophisticated data models, relationships, and DAX calculations for business intelligence reporting.
- 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: ADF Data Controls Triple: [Oracle ADF, component, ADF Data Controls]
Generated description
ADF Data Controls are a key Oracle ADF framework feature that expose business services and data models in a declarative, reusable way for rapid UI development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ADF Data Controls Target entity description: ADF Data Controls are a key Oracle ADF framework feature that expose business services and data models in a declarative, reusable way for rapid UI development.
-
A.
Data Control Language
Data Control Language (DCL) is a subset of SQL used to define and manage access permissions and security controls on database objects.
-
B.
Power View
Power View is an interactive data visualization and reporting tool from Microsoft that enables users to create dynamic, presentation-ready dashboards and reports.
-
C.
Data Analysis Expressions
Data Analysis Expressions is a formula and query language used in Microsoft Power BI, Excel, and other Microsoft BI tools to create custom calculations and analyze data in tabular models.
-
D.
DB Navigator
DB Navigator is Deutsche Bahn’s official mobile app for planning journeys and purchasing tickets for national and international train services.
-
E.
Power Pivot
Power Pivot is an Excel data modeling and analysis add-in that enables users to create sophisticated data models, relationships, and DAX calculations for business intelligence reporting.
- 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_69bd44620ff48190bcac01782107a397 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd79c3e9e08190848be4208b72f310 |
completed | March 20, 2026, 4:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bee08807748190ae8f34a6e8875c15 |
completed | March 21, 2026, 6:16 p.m. |
| NEDg | Description generation | batch_69bee66191dc8190847fe13f2cda0000 |
completed | March 21, 2026, 6:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bee6e8bbcc819094f5f04743eb4013 |
completed | March 21, 2026, 6:43 p.m. |
Created at: March 20, 2026, 1:46 p.m.