Triple

T22234697
Position Surface form Disambiguated ID Type / Status
Subject Randall Mays E549560 entity
Predicate boardMemberOf P10 FINISHED
Object Digital Defense, Inc.
Digital Defense, Inc. is a cybersecurity company specializing in vulnerability management and threat assessment solutions for organizations.
 E1526167 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: Digital Defense, Inc. | Statement: [Randall Mays, boardMemberOf, Digital Defense, Inc.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Digital Defense, Inc.
Context triple: [Randall Mays, boardMemberOf, Digital Defense, Inc.]
  • A. X-Con Security Consultants
    X-Con Security Consultants is a security consulting firm co-founded by Luis that specializes in providing professional protection and risk management services.
  • B. Defence Digital
    Defence Digital is a UK Ministry of Defence organisation responsible for delivering and managing digital, data, and technology services across the armed forces and defence sector.
  • C. Cylance Inc.
    Cylance Inc. is a cybersecurity company known for using artificial intelligence and machine learning to provide advanced threat prevention solutions.
  • D. Koniag Information Security Services
    Koniag Information Security Services is a subsidiary of Alaska Native corporation Koniag, Inc. that provides cybersecurity and information assurance solutions, often to U.S. government and commercial clients.
  • E. Orange Cyberdefense
    Orange Cyberdefense is the cybersecurity arm of the Orange Group, providing managed security services, threat intelligence, and consulting to protect organizations from digital threats.
  • 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: Digital Defense, Inc.
Triple: [Randall Mays, boardMemberOf, Digital Defense, Inc.]
Generated description
Digital Defense, Inc. is a cybersecurity company specializing in vulnerability management and threat assessment solutions for organizations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Digital Defense, Inc.
Target entity description: Digital Defense, Inc. is a cybersecurity company specializing in vulnerability management and threat assessment solutions for organizations.
  • A. X-Con Security Consultants
    X-Con Security Consultants is a security consulting firm co-founded by Luis that specializes in providing professional protection and risk management services.
  • B. Defence Digital
    Defence Digital is a UK Ministry of Defence organisation responsible for delivering and managing digital, data, and technology services across the armed forces and defence sector.
  • C. Cylance Inc.
    Cylance Inc. is a cybersecurity company known for using artificial intelligence and machine learning to provide advanced threat prevention solutions.
  • D. Koniag Information Security Services
    Koniag Information Security Services is a subsidiary of Alaska Native corporation Koniag, Inc. that provides cybersecurity and information assurance solutions, often to U.S. government and commercial clients.
  • E. Orange Cyberdefense
    Orange Cyberdefense is the cybersecurity arm of the Orange Group, providing managed security services, threat intelligence, and consulting to protect organizations from digital threats.
  • 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_69e11e4102b881909cf47d3768e25c19 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f12bf61504819093e70bee4c575d1c completed April 28, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0aae7b808c819091638601515b9737 completed May 18, 2026, 6:15 a.m.
NEDg Description generation batch_6a0ab14691dc81909765edd58c3dd719 completed May 18, 2026, 6:27 a.m.
NED2 Entity disambiguation (via description) batch_6a0ab21edc4c8190b48a21e9594e6d35 completed May 18, 2026, 6:30 a.m.
Created at: April 16, 2026, 8:38 p.m.