Triple
T3418877
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Apache Software Foundation |
E72070
|
entity |
| Predicate | hasProgram |
P178
|
FINISHED |
| Object |
Apache Security Team
The Apache Security Team is the group within the Apache Software Foundation responsible for handling security vulnerabilities, coordinating fixes, and issuing security advisories for Apache projects.
|
E72070
|
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 Security Team | Statement: [Apache Software Foundation, hasProgram, Apache Security Team]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Apache Security Team Context triple: [Apache Software Foundation, hasProgram, Apache Security Team]
-
A.
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.
-
B.
Debian Security Team
The Debian Security Team is the group responsible for monitoring vulnerabilities and providing timely security updates and advisories for the Debian operating system.
-
C.
Tenable
Tenable is a British daytime television quiz show, hosted by Warwick Davis, in which teams of contestants attempt to complete top-ten lists on a variety of topics.
-
D.
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.
-
E.
SolarWinds
SolarWinds is an American software company best known for its IT infrastructure management tools and for being at the center of a major 2020 supply-chain cyberattack.
- 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 Security Team Triple: [Apache Software Foundation, hasProgram, Apache Security Team]
Generated description
The Apache Security Team is the group within the Apache Software Foundation responsible for handling security vulnerabilities, coordinating fixes, and issuing security advisories for Apache projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Apache Security Team Target entity description: The Apache Security Team is the group within the Apache Software Foundation responsible for handling security vulnerabilities, coordinating fixes, and issuing security advisories for Apache projects.
-
A.
Apache Software Foundation
chosen
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.
-
B.
Debian Security Team
The Debian Security Team is the group responsible for monitoring vulnerabilities and providing timely security updates and advisories for the Debian operating system.
-
C.
Tenable
Tenable is a British daytime television quiz show, hosted by Warwick Davis, in which teams of contestants attempt to complete top-ten lists on a variety of topics.
-
D.
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.
-
E.
SolarWinds
SolarWinds is an American software company best known for its IT infrastructure management tools and for being at the center of a major 2020 supply-chain cyberattack.
- 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_69ad85ad38e48190b7660c5118a35289 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb92df1e48190bbf22a47e44579f1 |
completed | March 8, 2026, 6 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b3546e710c8190a6b9523b77f6c893 |
completed | March 13, 2026, 12:03 a.m. |
| NEDg | Description generation | batch_69b3584f321c8190841a96be2a6713e1 |
completed | March 13, 2026, 12:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3591b7bc88190825dcd306541ae03 |
completed | March 13, 2026, 12:23 a.m. |
Created at: March 8, 2026, 3:15 p.m.