Triple
T2417435
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Theo de Raadt |
E52337
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
OpenBGPD
OpenBGPD is an open-source implementation of the Border Gateway Protocol (BGP) designed for security, portability, and ease of use, primarily developed as part of the OpenBSD project.
|
E265445
|
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: OpenBGPD | Statement: [Theo de Raadt, notableWork, OpenBGPD]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: OpenBGPD Context triple: [Theo de Raadt, notableWork, OpenBGPD]
-
A.
BGP
BGP (Border Gateway Protocol) is the primary inter-domain routing protocol used to exchange routing information and determine paths between autonomous systems on the global Internet.
-
B.
BGP-4+
BGP-4+ is an enhanced version of the Border Gateway Protocol designed to support routing for IPv6 networks.
-
C.
OpenVPN
OpenVPN is an open-source virtual private network (VPN) solution that enables secure, encrypted connections over the internet for remote access and site-to-site networking.
-
D.
Internet Routing Registry (IRR)
The Internet Routing Registry (IRR) is a globally distributed database system used by network operators to register and validate routing policies and IP address announcements for more secure and reliable Internet routing.
-
E.
OpenBSC project
The OpenBSC project is an open-source implementation of a GSM base station controller and related network components, enabling researchers and enthusiasts to run and experiment with their own mobile 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: OpenBGPD Triple: [Theo de Raadt, notableWork, OpenBGPD]
Generated description
OpenBGPD is an open-source implementation of the Border Gateway Protocol (BGP) designed for security, portability, and ease of use, primarily developed as part of the OpenBSD project.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: OpenBGPD Target entity description: OpenBGPD is an open-source implementation of the Border Gateway Protocol (BGP) designed for security, portability, and ease of use, primarily developed as part of the OpenBSD project.
-
A.
BGP
BGP (Border Gateway Protocol) is the primary inter-domain routing protocol used to exchange routing information and determine paths between autonomous systems on the global Internet.
-
B.
BGP-4+
BGP-4+ is an enhanced version of the Border Gateway Protocol designed to support routing for IPv6 networks.
-
C.
OpenVPN
OpenVPN is an open-source virtual private network (VPN) solution that enables secure, encrypted connections over the internet for remote access and site-to-site networking.
-
D.
Internet Routing Registry (IRR)
The Internet Routing Registry (IRR) is a globally distributed database system used by network operators to register and validate routing policies and IP address announcements for more secure and reliable Internet routing.
-
E.
OpenBSC project
The OpenBSC project is an open-source implementation of a GSM base station controller and related network components, enabling researchers and enthusiasts to run and experiment with their own mobile 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_69ab495622948190bc6bc6e4cddaf645 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abc94eafd481909eeff689e5bf5960 |
completed | March 7, 2026, 6:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aebf4dcf6c8190a51f26af7e7a9b9c |
completed | March 9, 2026, 12:38 p.m. |
| NEDg | Description generation | batch_69aec2b3291c8190966344cd20963660 |
completed | March 9, 2026, 12:53 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aec30f9ef481909b83f3cf9fd6e998 |
completed | March 9, 2026, 12:54 p.m. |
Created at: March 6, 2026, 9:42 p.m.