Triple
T19434468
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oracle AI Services |
E486194
|
entity |
| Predicate | includesService |
P1393
|
FINISHED |
| Object |
OCI Data Labeling
OCI Data Labeling is an Oracle Cloud Infrastructure service that lets users create, manage, and annotate datasets to train and improve machine learning models.
|
E1376034
|
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: OCI Data Labeling | Statement: [Oracle AI Services, includesService, OCI Data Labeling]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: OCI Data Labeling Context triple: [Oracle AI Services, includesService, OCI Data Labeling]
-
A.
Landing AI
Landing AI is a technology company focused on making artificial intelligence accessible to traditional industries by helping them build and deploy practical AI solutions, particularly in manufacturing and computer vision.
-
B.
Robust.AI
Robust.AI is a robotics company focused on building practical, intelligent robot systems for real-world environments, co-founded by renowned roboticist Rodney Brooks.
-
C.
IBM watsonx.data
IBM watsonx.data is a cloud-native data store and lakehouse platform designed to efficiently manage, govern, and analyze large volumes of structured and unstructured data for AI and analytics workloads.
-
D.
Amazon SageMaker
Amazon SageMaker is a fully managed cloud service that enables developers and data scientists to build, train, and deploy machine learning models at scale.
-
E.
Einstein AI
Einstein AI is Salesforce’s integrated artificial intelligence platform that powers predictive analytics, automation, and intelligent insights across its CRM ecosystem.
- 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: OCI Data Labeling Triple: [Oracle AI Services, includesService, OCI Data Labeling]
Generated description
OCI Data Labeling is an Oracle Cloud Infrastructure service that lets users create, manage, and annotate datasets to train and improve machine learning models.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: OCI Data Labeling Target entity description: OCI Data Labeling is an Oracle Cloud Infrastructure service that lets users create, manage, and annotate datasets to train and improve machine learning models.
-
A.
Landing AI
Landing AI is a technology company focused on making artificial intelligence accessible to traditional industries by helping them build and deploy practical AI solutions, particularly in manufacturing and computer vision.
-
B.
Robust.AI
Robust.AI is a robotics company focused on building practical, intelligent robot systems for real-world environments, co-founded by renowned roboticist Rodney Brooks.
-
C.
IBM watsonx.data
IBM watsonx.data is a cloud-native data store and lakehouse platform designed to efficiently manage, govern, and analyze large volumes of structured and unstructured data for AI and analytics workloads.
-
D.
Amazon SageMaker
Amazon SageMaker is a fully managed cloud service that enables developers and data scientists to build, train, and deploy machine learning models at scale.
-
E.
Einstein AI
Einstein AI is Salesforce’s integrated artificial intelligence platform that powers predictive analytics, automation, and intelligent insights across its CRM ecosystem.
- 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_69d8e8d7ad488190a3373045029b0f3b |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e6335e8f7881909c8b28886521046e |
completed | April 20, 2026, 2:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0733ddcf108190a92718695326f49d |
completed | May 15, 2026, 2:55 p.m. |
| NEDg | Description generation | batch_6a0735dd1b6481909ab747f425f4ec76 |
completed | May 15, 2026, 3:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07367c0edc8190b6cea3c3aa126868 |
completed | May 15, 2026, 3:06 p.m. |
Created at: April 10, 2026, 1:37 p.m.