Triple
T14421529
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jan Koum |
E357595
|
entity |
| Predicate | workedAt |
P7
|
FINISHED |
| Object |
Ernst & Young (as security tester)
Ernst & Young is a global professional services firm known for its auditing, consulting, and advisory work, including roles in information security and technology risk assessment.
|
E1099422
|
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: Ernst & Young (as security tester) | Statement: [Jan Koum, workedAt, Ernst & Young (as security tester)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ernst & Young (as security tester) Context triple: [Jan Koum, workedAt, Ernst & Young (as security tester)]
-
A.
Rapid7
Rapid7 is a cybersecurity company known for providing vulnerability management, incident detection, and penetration testing solutions.
-
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.
Checkmarx
Checkmarx is a cybersecurity company specializing in application security testing solutions that help organizations identify and remediate vulnerabilities in their software code.
-
D.
SmartBear Software
SmartBear Software is a software company known for its tools that support API development, testing, and monitoring, including stewardship of the popular Swagger ecosystem.
-
E.
PortSwigger Ltd
PortSwigger Ltd is a cybersecurity company best known for creating Burp Suite, a widely used web application security testing platform.
- 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: Ernst & Young (as security tester) Triple: [Jan Koum, workedAt, Ernst & Young (as security tester)]
Generated description
Ernst & Young is a global professional services firm known for its auditing, consulting, and advisory work, including roles in information security and technology risk assessment.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ernst & Young (as security tester) Target entity description: Ernst & Young is a global professional services firm known for its auditing, consulting, and advisory work, including roles in information security and technology risk assessment.
-
A.
Rapid7
Rapid7 is a cybersecurity company known for providing vulnerability management, incident detection, and penetration testing solutions.
-
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.
Checkmarx
Checkmarx is a cybersecurity company specializing in application security testing solutions that help organizations identify and remediate vulnerabilities in their software code.
-
D.
SmartBear Software
SmartBear Software is a software company known for its tools that support API development, testing, and monitoring, including stewardship of the popular Swagger ecosystem.
-
E.
PortSwigger Ltd
PortSwigger Ltd is a cybersecurity company best known for creating Burp Suite, a widely used web application security testing platform.
- 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_69d82793421c8190861eb0e673b085de |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de91102c3c81908f571a1fff3bdd47 |
completed | April 14, 2026, 7:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd5bcb131c8190935d9bacb1afc995 |
completed | May 8, 2026, 3:43 a.m. |
| NEDg | Description generation | batch_69fd5e188a148190bb166b7d50ad3b46 |
completed | May 8, 2026, 3:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd5ea592cc8190a47a2f6a511c0549 |
completed | May 8, 2026, 3:55 a.m. |
Created at: April 10, 2026, 1:18 a.m.