Triple
T19509061
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oracle Identity Management |
E488098
|
entity |
| Predicate | component |
P35
|
FINISHED |
| Object |
Oracle Directory Services
Oracle Directory Services is an enterprise directory and identity data management solution within Oracle’s identity management platform, providing centralized, scalable, and secure storage of user and application identity information.
|
E486205
|
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: Oracle Directory Services | Statement: [Oracle Identity Management, component, Oracle Directory Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oracle Directory Services Context triple: [Oracle Identity Management, component, Oracle Directory Services]
-
A.
Oracle Internet Directory
Oracle Internet Directory is an LDAP-based directory service from Oracle that provides centralized user identity management and authentication for enterprise applications.
-
B.
Oracle Unified Directory
Oracle Unified Directory is an enterprise-grade, scalable LDAP directory service from Oracle designed for identity management, high-performance authentication, and centralized user data storage.
-
C.
Oracle Identity Management
Oracle Identity Management is a suite of enterprise software products from Oracle that provides centralized identity, access, and directory services to secure and manage users, roles, and authentication across applications and systems.
-
D.
Oracle Entitlements Server
Oracle Entitlements Server is a policy-based access control and authorization management solution that centralizes and enforces fine-grained entitlements across applications within the Oracle Identity Management ecosystem.
-
E.
Oracle Access Manager
Oracle Access Manager is an enterprise identity and access management solution from Oracle that provides centralized authentication, single sign-on, and authorization services for web and cloud applications.
- 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: Oracle Directory Services Triple: [Oracle Identity Management, component, Oracle Directory Services]
Generated description
Oracle Directory Services is an enterprise directory and identity data management solution within Oracle’s identity management platform, providing centralized, scalable, and secure storage of user and application identity information.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oracle Directory Services Target entity description: Oracle Directory Services is an enterprise directory and identity data management solution within Oracle’s identity management platform, providing centralized, scalable, and secure storage of user and application identity information.
-
A.
Oracle Internet Directory
Oracle Internet Directory is an LDAP-based directory service from Oracle that provides centralized user identity management and authentication for enterprise applications.
-
B.
Oracle Unified Directory
chosen
Oracle Unified Directory is an enterprise-grade, scalable LDAP directory service from Oracle designed for identity management, high-performance authentication, and centralized user data storage.
-
C.
Oracle Identity Management
Oracle Identity Management is a suite of enterprise software products from Oracle that provides centralized identity, access, and directory services to secure and manage users, roles, and authentication across applications and systems.
-
D.
Oracle Entitlements Server
Oracle Entitlements Server is a policy-based access control and authorization management solution that centralizes and enforces fine-grained entitlements across applications within the Oracle Identity Management ecosystem.
-
E.
Oracle Access Manager
Oracle Access Manager is an enterprise identity and access management solution from Oracle that provides centralized authentication, single sign-on, and authorization services for web and cloud applications.
- F. None of above.
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_69d8e8d9d1c88190b01cd78b8be49384 |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e6351426448190aec1ee26c09faa24 |
completed | April 20, 2026, 2:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a075efd687881908cd274b510eb330b |
completed | May 15, 2026, 5:59 p.m. |
| NEDg | Description generation | batch_6a075fcda360819093ef08e89680c3ae |
completed | May 15, 2026, 6:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07604b2fe4819090be363844abf2ec |
completed | May 15, 2026, 6:04 p.m. |
Created at: April 10, 2026, 1:40 p.m.