Triple

T9312266
Position Surface form Disambiguated ID Type / Status
Subject OpenSSL E224032 entity
Predicate notableVulnerability P67454 FINISHED
Object Heartbleed (CVE-2014-0160)
Heartbleed (CVE-2014-0160) is a critical security bug in the OpenSSL cryptographic library that allowed attackers to read sensitive data from the memory of affected servers, compromising encryption keys, passwords, and other private information.
E792089 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: Heartbleed (CVE-2014-0160) | Statement: [OpenSSL, notableVulnerability, Heartbleed (CVE-2014-0160)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heartbleed (CVE-2014-0160)
Context triple: [OpenSSL, notableVulnerability, Heartbleed (CVE-2014-0160)]
  • A. Meltdown
    "Meltdown" is a pop song by Irish singer-songwriter Niall Horan, released as one of the key singles from his solo music career.
  • B. POODLE attack
    The POODLE attack is a cryptographic vulnerability that exploits weaknesses in SSL 3.0’s CBC mode to decrypt secure HTTPS communications.
  • C. CVE (Common Vulnerabilities and Exposures) entries
    CVE (Common Vulnerabilities and Exposures) entries are standardized identifiers for publicly known cybersecurity vulnerabilities, used worldwide to consistently reference and track security issues across software and systems.
  • D. The DAO hack
    The DAO hack was a 2016 exploit of a major Ethereum-based investment fund smart contract that led to the theft of millions of ether and ultimately prompted a controversial hard fork of the Ethereum blockchain.
  • E. ILOVEYOU worm
    The ILOVEYOU worm was a notorious early-2000s email-borne computer worm that rapidly spread worldwide, causing massive damage by overwriting files and exploiting users’ trust with a deceptive love-letter subject line.
  • 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: Heartbleed (CVE-2014-0160)
Triple: [OpenSSL, notableVulnerability, Heartbleed (CVE-2014-0160)]
Generated description
Heartbleed (CVE-2014-0160) is a critical security bug in the OpenSSL cryptographic library that allowed attackers to read sensitive data from the memory of affected servers, compromising encryption keys, passwords, and other private information.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heartbleed (CVE-2014-0160)
Target entity description: Heartbleed (CVE-2014-0160) is a critical security bug in the OpenSSL cryptographic library that allowed attackers to read sensitive data from the memory of affected servers, compromising encryption keys, passwords, and other private information.
  • A. Meltdown
    "Meltdown" is a pop song by Irish singer-songwriter Niall Horan, released as one of the key singles from his solo music career.
  • B. POODLE attack
    The POODLE attack is a cryptographic vulnerability that exploits weaknesses in SSL 3.0’s CBC mode to decrypt secure HTTPS communications.
  • C. CVE (Common Vulnerabilities and Exposures) entries
    CVE (Common Vulnerabilities and Exposures) entries are standardized identifiers for publicly known cybersecurity vulnerabilities, used worldwide to consistently reference and track security issues across software and systems.
  • D. The DAO hack
    The DAO hack was a 2016 exploit of a major Ethereum-based investment fund smart contract that led to the theft of millions of ether and ultimately prompted a controversial hard fork of the Ethereum blockchain.
  • E. ILOVEYOU worm
    The ILOVEYOU worm was a notorious early-2000s email-borne computer worm that rapidly spread worldwide, causing massive damage by overwriting files and exploiting users’ trust with a deceptive love-letter subject line.
  • 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_69ca8425f4fc81909c1c586e9a5b7530 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd20ae96e481909a1af9ea1c91f2b2 completed April 1, 2026, 1:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69d0c797640c8190be003e321faf3b86 completed April 4, 2026, 8:11 a.m.
NEDg Description generation batch_69d0cb9605608190b0c5f7149b2194a9 completed April 4, 2026, 8:28 a.m.
NED2 Entity disambiguation (via description) batch_69d0cd0028048190a94cd7e8971f8940 completed April 4, 2026, 8:34 a.m.
Created at: March 30, 2026, 7:37 p.m.