Triple

T5919753
Position Surface form Disambiguated ID Type / Status
Subject Let’s Encrypt E131670 entity
Predicate notableClientSoftware P7186 FINISHED
Object Certbot
Certbot is a widely used, open-source tool that automates obtaining and renewing free TLS/SSL certificates to enable HTTPS on web servers.
E556222 NE FINISHED

How this triple was built (5 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: Certbot | Statement: [Let’s Encrypt, notableClientSoftware, Certbot]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Certbot
Context triple: [Let’s Encrypt, notableClientSoftware, Certbot]
  • A. Let’s Encrypt
    Let’s Encrypt is a free, automated, and open certificate authority that provides TLS/SSL certificates to enable secure HTTPS connections for websites worldwide.
  • B. Caddy
    Caddy is a central character in William Faulkner’s novel "The Sound and the Fury," known for her complex role within the Compson family and her symbolic significance to the story’s themes of loss and decay.
  • C. Cloudflare
    Cloudflare is a web infrastructure and security company best known for its global content delivery network (CDN), DDoS protection, and DNS services that help improve the performance and security of websites and internet applications.
  • 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. Dienst der Domeinen
    Dienst der Domeinen was a former Dutch government agency responsible for managing and disposing of state-owned property and assets.
  • 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: Certbot
Triple: [Let’s Encrypt, notableClientSoftware, Certbot]
Generated description
Certbot is a widely used, open-source tool that automates obtaining and renewing free TLS/SSL certificates to enable HTTPS on web servers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Certbot
Target entity description: Certbot is a widely used, open-source tool that automates obtaining and renewing free TLS/SSL certificates to enable HTTPS on web servers.
  • A. Let’s Encrypt
    Let’s Encrypt is a free, automated, and open certificate authority that provides TLS/SSL certificates to enable secure HTTPS connections for websites worldwide.
  • B. Caddy
    Caddy is a central character in William Faulkner’s novel "The Sound and the Fury," known for her complex role within the Compson family and her symbolic significance to the story’s themes of loss and decay.
  • C. Cloudflare
    Cloudflare is a web infrastructure and security company best known for its global content delivery network (CDN), DDoS protection, and DNS services that help improve the performance and security of websites and internet applications.
  • 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. Dienst der Domeinen
    Dienst der Domeinen was a former Dutch government agency responsible for managing and disposing of state-owned property and assets.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: notableClientSoftware
Context triple: [Let’s Encrypt, notableClientSoftware, Certbot]
  • A. notableApplicationDevelopedOn
    Indicates that a notable software application was created or built to run on a particular platform, system, or technology.
  • B. notableProgramming
    Indicates that an entity is notably associated with programming, such as being recognized for significant work, skill, or contributions in the field of programming.
  • C. commonSoftwareTools
    Indicates that the related entities use or are associated with the same software tools.
  • D. notableClient chosen
    Indicates that one entity serves as a prominent or distinguished client of another entity.
  • E. softwareName
    Indicates that one entity is the name or title of a software application associated with another entity.
  • F. None of above.

Provenance (6 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_69c0085a1ed08190a7e9a8b6323fd680 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c048fc112c8190b905bf561c9de096 completed March 22, 2026, 7:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0c03a95688190bfd51d7ada1e538f completed March 23, 2026, 4:23 a.m.
NEDg Description generation batch_69c0c2513aa88190866a59e0b75ef93f completed March 23, 2026, 4:32 a.m.
NED2 Entity disambiguation (via description) batch_69c0c31cd8808190b2f5c7c83f2e4c72 completed March 23, 2026, 4:35 a.m.
PD Predicate disambiguation batch_69c03352208c8190968efed05a9fd416 completed March 22, 2026, 6:22 p.m.
Created at: March 22, 2026, 4 p.m.