Triple
T2002191
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Daniel J. Bernstein |
E43494
|
entity |
| Predicate | doctoralAdvisor |
P167
|
FINISHED |
| Object |
Hugh L. Montgomery
Hugh L. Montgomery is an American mathematician renowned for his work in analytic number theory, particularly on the distribution of prime numbers and the zeros of the Riemann zeta function.
|
E577185
|
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: Hugh L. Montgomery | Statement: [Daniel J. Bernstein, doctoralAdvisor, Hugh L. Montgomery]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hugh L. Montgomery Context triple: [Daniel J. Bernstein, doctoralAdvisor, Hugh L. Montgomery]
-
A.
Frank M. Andrews
Frank M. Andrews was a pioneering U.S. Army Air Corps general who played a key role in developing American strategic air power before and during World War II.
-
B.
William B. Allison
William B. Allison was a long-serving 19th-century American Republican politician from Iowa who became a powerful U.S. senator and influential figure in national fiscal and legislative policy.
-
C.
John M. Lyle
John M. Lyle was a prominent early 20th-century Canadian architect known for helping shape a distinct national architectural style through major public and civic buildings.
-
D.
George M. Murray
George M. Murray was a religious leader and co-author of the 1963 "A Call for Unity" statement by white clergymen that criticized civil rights demonstrations in Birmingham, Alabama.
-
E.
Arthur K. Bolton
Arthur K. Bolton was the Attorney General of Georgia who defended the state's abortion law in the landmark U.S. Supreme Court case Doe v. Bolton.
- 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: Hugh L. Montgomery Triple: [Daniel J. Bernstein, doctoralAdvisor, Hugh L. Montgomery]
Generated description
Hugh L. Montgomery is an American mathematician renowned for his work in analytic number theory, particularly on the distribution of prime numbers and the zeros of the Riemann zeta function.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hugh L. Montgomery Target entity description: Hugh L. Montgomery is an American mathematician renowned for his work in analytic number theory, particularly on the distribution of prime numbers and the zeros of the Riemann zeta function.
-
A.
Frank M. Andrews
Frank M. Andrews was a pioneering U.S. Army Air Corps general who played a key role in developing American strategic air power before and during World War II.
-
B.
William B. Allison
William B. Allison was a long-serving 19th-century American Republican politician from Iowa who became a powerful U.S. senator and influential figure in national fiscal and legislative policy.
-
C.
John M. Lyle
John M. Lyle was a prominent early 20th-century Canadian architect known for helping shape a distinct national architectural style through major public and civic buildings.
-
D.
George M. Murray
George M. Murray was a religious leader and co-author of the 1963 "A Call for Unity" statement by white clergymen that criticized civil rights demonstrations in Birmingham, Alabama.
-
E.
Arthur K. Bolton
Arthur K. Bolton was the Attorney General of Georgia who defended the state's abortion law in the landmark U.S. Supreme Court case Doe v. Bolton.
- 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_69a88715dbbc8190b2299e29e955d997 |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb8820cec8190a945e5daeb8c9df6 |
completed | March 7, 2026, 5:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c20ce295f081909046cbc278ee6183 |
completed | March 24, 2026, 4:02 a.m. |
| NEDg | Description generation | batch_69c2126be31081908265f2c6cfe268dc |
completed | March 24, 2026, 4:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c213074e7881908281063e5e250906 |
completed | March 24, 2026, 4:28 a.m. |
Created at: March 4, 2026, 7:37 p.m.