Triple
T143789
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shafi Goldwasser |
E2908
|
entity |
| Predicate | doctoralAdvisor |
P167
|
FINISHED |
| Object |
Manuel Blum
Manuel Blum is a Venezuelan-American computer scientist and Turing Award laureate renowned for his foundational contributions to computational complexity theory and cryptography.
|
E21386
|
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: Manuel Blum | Statement: [Shafi Goldwasser, doctoralAdvisor, Manuel Blum]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Manuel Blum Context triple: [Shafi Goldwasser, doctoralAdvisor, Manuel Blum]
-
A.
Silvio Micali
Silvio Micali is an Italian computer scientist renowned for his foundational contributions to cryptography, zero-knowledge proofs, and secure protocols.
-
B.
Shafi Goldwasser
Shafi Goldwasser is an Israeli-American computer scientist renowned for her foundational contributions to cryptography and computational complexity theory.
-
C.
Ronald L. Rivest
Ronald L. Rivest is an American cryptographer and computer scientist best known as one of the co-inventors of the RSA public-key cryptosystem and a pioneer in modern cryptography.
-
D.
Ralph Merkle
Ralph Merkle is an American computer scientist and cryptographer known as a pioneer of public-key cryptography and for contributions such as Merkle trees and Merkle–Damgård hashing.
-
E.
Martin Hellman
Martin Hellman is an American cryptologist best known as a co-inventor of public-key cryptography, which revolutionized secure digital communication.
- 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: Manuel Blum Triple: [Shafi Goldwasser, doctoralAdvisor, Manuel Blum]
Generated description
Manuel Blum is a Venezuelan-American computer scientist and Turing Award laureate renowned for his foundational contributions to computational complexity theory and cryptography.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Manuel Blum Target entity description: Manuel Blum is a Venezuelan-American computer scientist and Turing Award laureate renowned for his foundational contributions to computational complexity theory and cryptography.
-
A.
Silvio Micali
Silvio Micali is an Italian computer scientist renowned for his foundational contributions to cryptography, zero-knowledge proofs, and secure protocols.
-
B.
Shafi Goldwasser
Shafi Goldwasser is an Israeli-American computer scientist renowned for her foundational contributions to cryptography and computational complexity theory.
-
C.
Ronald L. Rivest
Ronald L. Rivest is an American cryptographer and computer scientist best known as one of the co-inventors of the RSA public-key cryptosystem and a pioneer in modern cryptography.
-
D.
Ralph Merkle
Ralph Merkle is an American computer scientist and cryptographer known as a pioneer of public-key cryptography and for contributions such as Merkle trees and Merkle–Damgård hashing.
-
E.
Martin Hellman
Martin Hellman is an American cryptologist best known as a co-inventor of public-key cryptography, which revolutionized secure digital communication.
- 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_69a2521e35c08190b28e5c9f1e3c9b59 |
completed | Feb. 28, 2026, 2:25 a.m. |
| NER | Named-entity recognition | batch_69a257caf678819092e975d5167f9df4 |
completed | Feb. 28, 2026, 2:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a2e3bd8ee88190a708c0aa20b3c7d7 |
completed | Feb. 28, 2026, 12:46 p.m. |
| NEDg | Description generation | batch_69a2e4a237e88190bc4393c308c315b5 |
completed | Feb. 28, 2026, 12:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a2e51d4394819099303040d072b165 |
completed | Feb. 28, 2026, 12:52 p.m. |
Created at: Feb. 28, 2026, 2:31 a.m.