Triple
T8285342
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Novell |
E193774
|
entity |
| Predicate | developed |
P73
|
FINISHED |
| Object |
eDirectory
eDirectory is Novell's enterprise directory service that provides a centralized, scalable repository for managing users, resources, and security across networks and applications.
|
E724137
|
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: eDirectory | Statement: [Novell, developed, eDirectory]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: eDirectory Context triple: [Novell, developed, eDirectory]
-
A.
Netscape Directory Server
Netscape Directory Server is an LDAP-based directory service software that provides centralized, scalable management of user and resource information for enterprise networks.
-
B.
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.
-
C.
LDAP
LDAP (Lightweight Directory Access Protocol) is an open, standards-based protocol used to access and manage distributed directory information services over an IP network.
-
D.
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.
-
E.
Active Directory
Active Directory is Microsoft's centralized directory and identity management service used to authenticate and authorize users, computers, and resources in Windows-based networks.
- 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: eDirectory Triple: [Novell, developed, eDirectory]
Generated description
eDirectory is Novell's enterprise directory service that provides a centralized, scalable repository for managing users, resources, and security across networks and applications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: eDirectory Target entity description: eDirectory is Novell's enterprise directory service that provides a centralized, scalable repository for managing users, resources, and security across networks and applications.
-
A.
Netscape Directory Server
Netscape Directory Server is an LDAP-based directory service software that provides centralized, scalable management of user and resource information for enterprise networks.
-
B.
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.
-
C.
LDAP
LDAP (Lightweight Directory Access Protocol) is an open, standards-based protocol used to access and manage distributed directory information services over an IP network.
-
D.
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.
-
E.
Active Directory
Active Directory is Microsoft's centralized directory and identity management service used to authenticate and authorize users, computers, and resources in Windows-based networks.
- 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_69ca82e32db481908b72f3804fa71152 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb7ad20ae481908179aba245c73fad |
completed | March 31, 2026, 7:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd687e64a08190a45a1cf5f5c32291 |
completed | April 1, 2026, 6:48 p.m. |
| NEDg | Description generation | batch_69cd6d55196881909cf5ec925792e09f |
completed | April 1, 2026, 7:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd7e2bdae08190adc51e904e85695e |
completed | April 1, 2026, 8:21 p.m. |
Created at: March 30, 2026, 5:52 p.m.