Triple
T10158406
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Apache Directory Server |
E233827
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Apache Directory Project
Apache Directory Project is an Apache Software Foundation initiative that develops open-source directory solutions and related identity management tools, including the Apache Directory Server.
|
E233827
|
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: Apache Directory Project | Statement: [Apache Directory Server, partOf, Apache Directory Project]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Apache Directory Project Context triple: [Apache Directory Server, partOf, Apache Directory Project]
-
A.
Apache Directory Server
Apache Directory Server is an open-source, Java-based directory server that provides a robust, extensible implementation of the LDAP protocol for identity and access management.
-
B.
OpenLDAP
OpenLDAP is a widely used open-source implementation of the Lightweight Directory Access Protocol, providing directory services for authentication, authorization, and centralized user management.
-
C.
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.
-
D.
IBM Tivoli Directory Server
IBM Tivoli Directory Server is an enterprise-grade LDAP directory service from IBM used to centrally store and manage user identities, credentials, and access control information across large organizations.
-
E.
Apache Software Foundation
The Apache Software Foundation is a non-profit organization that oversees and supports a large ecosystem of open-source software projects, including the Apache HTTP Server and many other widely used tools and frameworks.
- 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: Apache Directory Project Triple: [Apache Directory Server, partOf, Apache Directory Project]
Generated description
Apache Directory Project is an Apache Software Foundation initiative that develops open-source directory solutions and related identity management tools, including the Apache Directory Server.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Apache Directory Project Target entity description: Apache Directory Project is an Apache Software Foundation initiative that develops open-source directory solutions and related identity management tools, including the Apache Directory Server.
-
A.
Apache Directory Server
chosen
Apache Directory Server is an open-source, Java-based directory server that provides a robust, extensible implementation of the LDAP protocol for identity and access management.
-
B.
OpenLDAP
OpenLDAP is a widely used open-source implementation of the Lightweight Directory Access Protocol, providing directory services for authentication, authorization, and centralized user management.
-
C.
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.
-
D.
IBM Tivoli Directory Server
IBM Tivoli Directory Server is an enterprise-grade LDAP directory service from IBM used to centrally store and manage user identities, credentials, and access control information across large organizations.
-
E.
Apache Software Foundation
The Apache Software Foundation is a non-profit organization that oversees and supports a large ecosystem of open-source software projects, including the Apache HTTP Server and many other widely used tools and frameworks.
- 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_69ca848e80748190b91d1e04d35512c7 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cdec5507f08190b47f797bacd5640c |
completed | April 2, 2026, 4:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d300acae608190891d8f55c3d5102b |
completed | April 6, 2026, 12:39 a.m. |
| NEDg | Description generation | batch_69d302537a548190b211727dd124cba6 |
completed | April 6, 2026, 12:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d3033245448190bcc802b7dbd274fc |
completed | April 6, 2026, 12:49 a.m. |
Created at: March 30, 2026, 9:09 p.m.