Triple
T12515667
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Twofish |
E299185
|
entity |
| Predicate | designedBy |
P184
|
FINISHED |
| Object |
Bruce Schneier
Bruce Schneier is a renowned American cryptographer, security technologist, and author known for his influential work in cryptography and computer security.
|
E986979
|
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: Bruce Schneier | Statement: [Twofish, designedBy, Bruce Schneier]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bruce Schneier Context triple: [Twofish, designedBy, Bruce Schneier]
-
A.
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.
-
B.
William Stallings
William Stallings is a computer scientist and author best known for his widely used textbooks on computer organization, networking, and security.
-
C.
Roger Dingledine
Roger Dingledine is a computer scientist and privacy advocate best known as a co-founder and key developer of the Tor anonymity network.
-
D.
Whitfield Diffie
Whitfield Diffie is an American cryptographer best known as a pioneer of public-key cryptography, whose work revolutionized secure digital communication.
-
E.
Daniel J. Bernstein
Daniel J. Bernstein is an American mathematician, cryptographer, and computer scientist known for designing influential cryptographic algorithms and advocating for high-security, efficient public-key and symmetric cryptography.
- 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: Bruce Schneier Triple: [Twofish, designedBy, Bruce Schneier]
Generated description
Bruce Schneier is a renowned American cryptographer, security technologist, and author known for his influential work in cryptography and computer security.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bruce Schneier Target entity description: Bruce Schneier is a renowned American cryptographer, security technologist, and author known for his influential work in cryptography and computer security.
-
A.
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.
-
B.
William Stallings
William Stallings is a computer scientist and author best known for his widely used textbooks on computer organization, networking, and security.
-
C.
Roger Dingledine
Roger Dingledine is a computer scientist and privacy advocate best known as a co-founder and key developer of the Tor anonymity network.
-
D.
Whitfield Diffie
Whitfield Diffie is an American cryptographer best known as a pioneer of public-key cryptography, whose work revolutionized secure digital communication.
-
E.
Daniel J. Bernstein
Daniel J. Bernstein is an American mathematician, cryptographer, and computer scientist known for designing influential cryptographic algorithms and advocating for high-security, efficient public-key and symmetric cryptography.
- 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_69d6ada5cdd48190860d9ce30aff69be |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d9541f80148190976d1d912fe155d0 |
completed | April 10, 2026, 7:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f64bbd58b88190baeb99380babf64f |
completed | May 2, 2026, 7:08 p.m. |
| NEDg | Description generation | batch_69f64ce257348190b01179773992d414 |
completed | May 2, 2026, 7:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f64da735f48190b051ce173c13e5b2 |
completed | May 2, 2026, 7:16 p.m. |
Created at: April 8, 2026, 9:57 p.m.