Triple
T2263006
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | RFC 7539 |
E50080
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object |
Adam Langley
Adam Langley is a software engineer and cryptography expert known for his work on internet security protocols and contributions to projects like Google’s TLS infrastructure and modern cryptographic standards.
|
E251781
|
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: Adam Langley | Statement: [RFC 7539, author, Adam Langley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Adam Langley Context triple: [RFC 7539, author, Adam Langley]
-
A.
Hugo Krawczyk
Hugo Krawczyk is a prominent cryptographer known for foundational contributions to modern cryptographic protocols and standards, including the design of HMAC and key exchange mechanisms used in Internet security.
-
B.
Jon Oberheide
Jon Oberheide is a cybersecurity entrepreneur and researcher best known as the co-founder and former CTO of Duo Security, a leading multi-factor authentication and zero-trust security company.
-
C.
Phillip Rogaway
Phillip Rogaway is a prominent cryptographer known for his influential work on the theory and practice of encryption and for advocating the ethical and social responsibilities of cryptography.
-
D.
Theo de Raadt
Theo de Raadt is a Canadian software engineer best known as the founder and leader of the OpenBSD and OpenSSH projects, and as a prominent advocate for free and secure software.
-
E.
Patrik Frisk
Patrik Frisk is a business executive best known for serving as the CEO of sportswear company Under Armour.
- 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: Adam Langley Triple: [RFC 7539, author, Adam Langley]
Generated description
Adam Langley is a software engineer and cryptography expert known for his work on internet security protocols and contributions to projects like Google’s TLS infrastructure and modern cryptographic standards.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Adam Langley Target entity description: Adam Langley is a software engineer and cryptography expert known for his work on internet security protocols and contributions to projects like Google’s TLS infrastructure and modern cryptographic standards.
-
A.
Hugo Krawczyk
Hugo Krawczyk is a prominent cryptographer known for foundational contributions to modern cryptographic protocols and standards, including the design of HMAC and key exchange mechanisms used in Internet security.
-
B.
Jon Oberheide
Jon Oberheide is a cybersecurity entrepreneur and researcher best known as the co-founder and former CTO of Duo Security, a leading multi-factor authentication and zero-trust security company.
-
C.
Phillip Rogaway
Phillip Rogaway is a prominent cryptographer known for his influential work on the theory and practice of encryption and for advocating the ethical and social responsibilities of cryptography.
-
D.
Theo de Raadt
Theo de Raadt is a Canadian software engineer best known as the founder and leader of the OpenBSD and OpenSSH projects, and as a prominent advocate for free and secure software.
-
E.
Patrik Frisk
Patrik Frisk is a business executive best known for serving as the CEO of sportswear company Under Armour.
- 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_69a88b01e0048190ba96431b5f990ba9 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abc18be8308190abc4a59d37dfd93a |
completed | March 7, 2026, 6:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae71cfd3b08190988474aa0fa985fe |
completed | March 9, 2026, 7:08 a.m. |
| NEDg | Description generation | batch_69ae7688583c8190abb05be41103762a |
completed | March 9, 2026, 7:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae76ec3c0c8190bfb7d25b435c777f |
completed | March 9, 2026, 7:29 a.m. |
Created at: March 4, 2026, 7:48 p.m.