Triple
T19434466
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oracle AI Services |
E486194
|
entity |
| Predicate | includesService |
P1393
|
FINISHED |
| Object |
OCI Document Understanding
OCI Document Understanding is an Oracle Cloud Infrastructure AI service that uses machine learning to automatically extract, classify, and analyze information from documents at scale.
|
E1376033
|
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 Document Understanding | Statement: [Oracle AI Services, includesService, OCI Document Understanding]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: OCI Document Understanding Context triple: [Oracle AI Services, includesService, OCI Document Understanding]
-
A.
Azure Form Recognizer
Azure Form Recognizer is a cloud-based AI service that uses machine learning to extract structured data, text, and key-value pairs from documents and forms.
-
B.
OCRSO
OCRSO is the acronym for the Office of the Chief Readiness Support Officer, a Department of Homeland Security component responsible for overseeing mission support, logistics, and readiness functions across the department.
-
C.
OCR
OCR is the Office for Civil Rights, a U.S. government agency responsible for enforcing civil rights laws and ensuring equal access and non-discrimination in federally funded programs.
-
D.
OCR
OCR (Oxford, Cambridge and RSA Examinations) is a major UK exam board that designs and administers academic and vocational qualifications, including GCSEs and A Levels.
-
E.
LayoutLM
LayoutLM is a transformer-based document understanding model that jointly leverages text, layout, and visual information to process and analyze scanned documents and forms.
- 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 Document Understanding Triple: [Oracle AI Services, includesService, OCI Document Understanding]
Generated description
OCI Document Understanding is an Oracle Cloud Infrastructure AI service that uses machine learning to automatically extract, classify, and analyze information from documents at scale.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: OCI Document Understanding Target entity description: OCI Document Understanding is an Oracle Cloud Infrastructure AI service that uses machine learning to automatically extract, classify, and analyze information from documents at scale.
-
A.
Azure Form Recognizer
Azure Form Recognizer is a cloud-based AI service that uses machine learning to extract structured data, text, and key-value pairs from documents and forms.
-
B.
OCRSO
OCRSO is the acronym for the Office of the Chief Readiness Support Officer, a Department of Homeland Security component responsible for overseeing mission support, logistics, and readiness functions across the department.
-
C.
OCR
OCR is the Office for Civil Rights, a U.S. government agency responsible for enforcing civil rights laws and ensuring equal access and non-discrimination in federally funded programs.
-
D.
OCR
OCR (Oxford, Cambridge and RSA Examinations) is a major UK exam board that designs and administers academic and vocational qualifications, including GCSEs and A Levels.
-
E.
LayoutLM
LayoutLM is a transformer-based document understanding model that jointly leverages text, layout, and visual information to process and analyze scanned documents and forms.
- 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.