Triple

T8248882
Position Surface form Disambiguated ID Type / Status
Subject Social-Engineer Toolkit E192907 entity
Predicate createdBy P806 FINISHED
Object TrustedSec
TrustedSec is a cybersecurity consulting firm known for its expertise in offensive security, penetration testing, and security tool development.
E721444 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: TrustedSec | Statement: [Social-Engineer Toolkit, createdBy, TrustedSec]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: TrustedSec
Context triple: [Social-Engineer Toolkit, createdBy, TrustedSec]
  • A. Patrik Frisk
    Patrik Frisk is a business executive best known for serving as the CEO of sportswear company Under Armour.
  • B. 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.
  • C. Offensive Security
    Offensive Security is a cybersecurity training and certification company best known for its hands-on penetration testing courses and the OSCP certification.
  • D. Duo Security CTO
    Duo Security CTO is the chief technology leader responsible for overseeing the security platform’s technical vision, architecture, and innovation at Duo Security.
  • E. Sucuri
    Sucuri is a website security company best known for its malware removal, firewall, and protection services for websites and online businesses.
  • 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: TrustedSec
Triple: [Social-Engineer Toolkit, createdBy, TrustedSec]
Generated description
TrustedSec is a cybersecurity consulting firm known for its expertise in offensive security, penetration testing, and security tool development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: TrustedSec
Target entity description: TrustedSec is a cybersecurity consulting firm known for its expertise in offensive security, penetration testing, and security tool development.
  • A. Patrik Frisk
    Patrik Frisk is a business executive best known for serving as the CEO of sportswear company Under Armour.
  • B. 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.
  • C. Offensive Security
    Offensive Security is a cybersecurity training and certification company best known for its hands-on penetration testing courses and the OSCP certification.
  • D. Duo Security CTO
    Duo Security CTO is the chief technology leader responsible for overseeing the security platform’s technical vision, architecture, and innovation at Duo Security.
  • E. Sucuri
    Sucuri is a website security company best known for its malware removal, firewall, and protection services for websites and online businesses.
  • 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_69ca82de7b8c81908d8106f8a53cff9b completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb78c6b3c48190a3ecebf449766124 completed March 31, 2026, 7:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd353888208190941d1c0b7b911cdd completed April 1, 2026, 3:09 p.m.
NEDg Description generation batch_69cd37a71af481909e82aa29ae558c4a completed April 1, 2026, 3:20 p.m.
NED2 Entity disambiguation (via description) batch_69cd4ef034ec8190a4229b21e6088c79 completed April 1, 2026, 4:59 p.m.
Created at: March 30, 2026, 5:48 p.m.