Triple

T12325516
Position Surface form Disambiguated ID Type / Status
Subject Thoma Bravo E293819 entity
Predicate acquired P2511 FINISHED
Object Proofpoint
Proofpoint is a cybersecurity and compliance company best known for its email security, threat protection, and data loss prevention solutions for enterprises.
 E975146 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: Proofpoint | Statement: [Thoma Bravo, acquired, Proofpoint]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Proofpoint
Context triple: [Thoma Bravo, acquired, Proofpoint]
  • A. Duo Security
    Duo Security is a cybersecurity company best known for its cloud-based multi-factor authentication and zero-trust access solutions.
  • B. Cylance Inc.
    Cylance Inc. is a cybersecurity company known for using artificial intelligence and machine learning to provide advanced threat prevention solutions.
  • C. Palo Alto Networks
    Palo Alto Networks is a leading global cybersecurity company known for its next-generation firewalls, cloud security solutions, and threat intelligence services.
  • D. Blue Coat Systems
    Blue Coat Systems was a cybersecurity company best known for its web security and WAN optimization solutions, later integrated into Symantec’s enterprise security portfolio after its acquisition.
  • E. Trend Micro
    Trend Micro is a global cybersecurity company known for its antivirus, cloud security, and enterprise threat protection 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: Proofpoint
Triple: [Thoma Bravo, acquired, Proofpoint]
Generated description
Proofpoint is a cybersecurity and compliance company best known for its email security, threat protection, and data loss prevention solutions for enterprises.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Proofpoint
Target entity description: Proofpoint is a cybersecurity and compliance company best known for its email security, threat protection, and data loss prevention solutions for enterprises.
  • A. Duo Security
    Duo Security is a cybersecurity company best known for its cloud-based multi-factor authentication and zero-trust access solutions.
  • B. Cylance Inc.
    Cylance Inc. is a cybersecurity company known for using artificial intelligence and machine learning to provide advanced threat prevention solutions.
  • C. Palo Alto Networks
    Palo Alto Networks is a leading global cybersecurity company known for its next-generation firewalls, cloud security solutions, and threat intelligence services.
  • D. Blue Coat Systems
    Blue Coat Systems was a cybersecurity company best known for its web security and WAN optimization solutions, later integrated into Symantec’s enterprise security portfolio after its acquisition.
  • E. Trend Micro
    Trend Micro is a global cybersecurity company known for its antivirus, cloud security, and enterprise threat protection 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_69d6ab6ae0dc8190b1522a9c1c55c114 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f4e7e588190b37e2413bc649198 completed April 10, 2026, 6:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e8d27288190bdf32acd600141db completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f61f9493d081909a543bcafeb508d1 completed May 2, 2026, 4 p.m.
NED2 Entity disambiguation (via description) batch_69f620ad9ec0819099909142fbad6412 completed May 2, 2026, 4:05 p.m.
Created at: April 8, 2026, 9:53 p.m.