Triple

T2002180
Position Surface form Disambiguated ID Type / Status
Subject Daniel J. Bernstein E43494 entity
Predicate notableWork P4 FINISHED
Object djbdns
djbdns is a secure, high-performance DNS software suite created by cryptographer Daniel J. Bernstein as an alternative to traditional DNS server implementations like BIND.
 E224028 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: djbdns | Statement: [Daniel J. Bernstein, notableWork, djbdns]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: djbdns
Context triple: [Daniel J. Bernstein, notableWork, djbdns]
  • A. DBDT
    DBDT is a renowned professional modern dance company based in Dallas, Texas, known for its diverse repertory and commitment to arts education and community outreach.
  • B. Dropbear SSH
    Dropbear SSH is a lightweight, open-source SSH server and client implementation designed for embedded systems and resource-constrained environments.
  • C. Jepsen
    Jepsen is a surname most notably associated with individuals such as display technology innovator Mary Lou Jepsen.
  • D. DNS over TLS
    DNS over TLS is a security protocol that encrypts traditional DNS queries and responses using Transport Layer Security to protect user privacy and prevent eavesdropping or tampering.
  • E. OpenDNS
    OpenDNS is a cloud-delivered DNS and security service provider known for web filtering, phishing protection, and enterprise network security solutions.
  • 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: djbdns
Triple: [Daniel J. Bernstein, notableWork, djbdns]
Generated description
djbdns is a secure, high-performance DNS software suite created by cryptographer Daniel J. Bernstein as an alternative to traditional DNS server implementations like BIND.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: djbdns
Target entity description: djbdns is a secure, high-performance DNS software suite created by cryptographer Daniel J. Bernstein as an alternative to traditional DNS server implementations like BIND.
  • A. DBDT
    DBDT is a renowned professional modern dance company based in Dallas, Texas, known for its diverse repertory and commitment to arts education and community outreach.
  • B. Dropbear SSH
    Dropbear SSH is a lightweight, open-source SSH server and client implementation designed for embedded systems and resource-constrained environments.
  • C. Jepsen
    Jepsen is a surname most notably associated with individuals such as display technology innovator Mary Lou Jepsen.
  • D. DNS over TLS
    DNS over TLS is a security protocol that encrypts traditional DNS queries and responses using Transport Layer Security to protect user privacy and prevent eavesdropping or tampering.
  • E. OpenDNS
    OpenDNS is a cloud-delivered DNS and security service provider known for web filtering, phishing protection, and enterprise network security solutions.
  • 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_69a88715dbbc8190b2299e29e955d997 completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb8820cec8190a945e5daeb8c9df6 completed March 7, 2026, 5:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae0342ef8c8190b7771076282981c3 completed March 8, 2026, 11:16 p.m.
NEDg Description generation batch_69ae057cc1a08190895031fa6c095f49 completed March 8, 2026, 11:25 p.m.
NED2 Entity disambiguation (via description) batch_69ae0751eff4819086e5469a2c56a24d completed March 8, 2026, 11:33 p.m.
Created at: March 4, 2026, 7:37 p.m.