Triple
T9931764
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Neal Koblitz |
E192662
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Ann Hibner Koblitz
Ann Hibner Koblitz is an American historian of science and mathematics known for her work on women in science and Soviet science.
|
E832819
|
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: Ann Hibner Koblitz | Statement: [Neal Koblitz, spouse, Ann Hibner Koblitz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ann Hibner Koblitz Context triple: [Neal Koblitz, spouse, Ann Hibner Koblitz]
-
A.
Neal Koblitz
Neal Koblitz is an American mathematician best known for pioneering elliptic curve cryptography and contributing significantly to number theory and algebraic geometry.
-
B.
Lenore Blum
Lenore Blum is an American mathematician and computer scientist known for her work in complexity theory, real computation, and advocacy for women in STEM.
-
C.
Joan Daemen
Joan Daemen is a Belgian cryptographer best known as a co-designer of the Rijndael cipher, which was selected as the Advanced Encryption Standard (AES).
-
D.
Victor S. Miller
Victor S. Miller is an American mathematician and cryptographer best known for co-inventing elliptic curve cryptography, a foundational technology in modern public-key cryptography.
-
E.
Victor Shoup
Victor Shoup is a prominent computer scientist and cryptographer known for his foundational work in public-key cryptography, provable security, and the development of widely used cryptographic libraries.
- 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: Ann Hibner Koblitz Triple: [Neal Koblitz, spouse, Ann Hibner Koblitz]
Generated description
Ann Hibner Koblitz is an American historian of science and mathematics known for her work on women in science and Soviet science.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ann Hibner Koblitz Target entity description: Ann Hibner Koblitz is an American historian of science and mathematics known for her work on women in science and Soviet science.
-
A.
Neal Koblitz
Neal Koblitz is an American mathematician best known for pioneering elliptic curve cryptography and contributing significantly to number theory and algebraic geometry.
-
B.
Lenore Blum
Lenore Blum is an American mathematician and computer scientist known for her work in complexity theory, real computation, and advocacy for women in STEM.
-
C.
Joan Daemen
Joan Daemen is a Belgian cryptographer best known as a co-designer of the Rijndael cipher, which was selected as the Advanced Encryption Standard (AES).
-
D.
Victor S. Miller
Victor S. Miller is an American mathematician and cryptographer best known for co-inventing elliptic curve cryptography, a foundational technology in modern public-key cryptography.
-
E.
Victor Shoup
Victor Shoup is a prominent computer scientist and cryptographer known for his foundational work in public-key cryptography, provable security, and the development of widely used cryptographic libraries.
- 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_69ca82dd978c8190947124ab0d3315ac |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb5b54f348190b8e70e7beff6098a |
completed | April 2, 2026, 12:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d23d38c6748190a1c28c97f2a84f37 |
completed | April 5, 2026, 10:45 a.m. |
| NEDg | Description generation | batch_69d23eb1c1f481908404225dcccd0697 |
completed | April 5, 2026, 10:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d242aea6a08190a73a836e59865c35 |
completed | April 5, 2026, 11:08 a.m. |
Created at: March 30, 2026, 8:43 p.m.