Triple
T8489771
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | BEAST attack |
E200937
|
entity |
| Predicate | demonstratedBy |
P202
|
FINISHED |
| Object |
Juliano Rizzo
Juliano Rizzo is a security researcher best known for co-developing and demonstrating high-profile cryptographic attacks against SSL/TLS, including the BEAST attack.
|
E739848
|
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: Juliano Rizzo | Statement: [BEAST attack, demonstratedBy, Juliano Rizzo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Juliano Rizzo Context triple: [BEAST attack, demonstratedBy, Juliano Rizzo]
-
A.
Leandro Barbosa
Leandro Barbosa is a Brazilian professional basketball player and NBA champion known for his speed and scoring ability, particularly during his tenure with the Phoenix Suns.
-
B.
Justin Azevedo
Justin Azevedo is a Canadian professional ice hockey forward known for his high-scoring play in European leagues, particularly in the Kontinental Hockey League (KHL).
-
C.
Roberto Barroso
Roberto Barroso is a prominent Brazilian jurist and Supreme Federal Court justice who currently serves as the court’s president.
-
D.
Bruno Grollo
Bruno Grollo is an Australian property developer best known for leading the family-owned construction company Grocon and for his involvement in major high-rise and urban development projects.
-
E.
Guilherme Leal
Guilherme Leal is a Brazilian businessman, co-founder of the cosmetics company Natura, and a prominent environmental and social activist.
- 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: Juliano Rizzo Triple: [BEAST attack, demonstratedBy, Juliano Rizzo]
Generated description
Juliano Rizzo is a security researcher best known for co-developing and demonstrating high-profile cryptographic attacks against SSL/TLS, including the BEAST attack.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Juliano Rizzo Target entity description: Juliano Rizzo is a security researcher best known for co-developing and demonstrating high-profile cryptographic attacks against SSL/TLS, including the BEAST attack.
-
A.
Leandro Barbosa
Leandro Barbosa is a Brazilian professional basketball player and NBA champion known for his speed and scoring ability, particularly during his tenure with the Phoenix Suns.
-
B.
Justin Azevedo
Justin Azevedo is a Canadian professional ice hockey forward known for his high-scoring play in European leagues, particularly in the Kontinental Hockey League (KHL).
-
C.
Roberto Barroso
Roberto Barroso is a prominent Brazilian jurist and Supreme Federal Court justice who currently serves as the court’s president.
-
D.
Bruno Grollo
Bruno Grollo is an Australian property developer best known for leading the family-owned construction company Grocon and for his involvement in major high-rise and urban development projects.
-
E.
Guilherme Leal
Guilherme Leal is a Brazilian businessman, co-founder of the cosmetics company Natura, and a prominent environmental and social activist.
- 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_69ca831d7b148190a6e32c1de43ab13b |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe5596f1c8190aead21a245f21c07 |
completed | March 31, 2026, 3:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce4df197c48190812c5287119e5528 |
completed | April 2, 2026, 11:07 a.m. |
| NEDg | Description generation | batch_69ce4ff668d4819081f4c3186437291b |
completed | April 2, 2026, 11:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce54cc52cc81908ca48c93956ca86e |
completed | April 2, 2026, 11:36 a.m. |
Created at: March 30, 2026, 6:13 p.m.