Triple
T22234697
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Randall Mays |
E549560
|
entity |
| Predicate | boardMemberOf |
P10
|
FINISHED |
| Object | Digital Defense, Inc. |
—
|
NE NERFINISHED |
How this triple was built (3 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.
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 (2 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. |
Created at: April 16, 2026, 8:38 p.m.