Triple
T10388700
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Seiberg–Witten theory |
E244833
|
entity |
| Predicate | developedBy |
P73
|
FINISHED |
| Object |
Nathan Seiberg
Nathan Seiberg is a prominent theoretical physicist known for his influential work in quantum field theory and string theory, particularly in supersymmetry and dualities.
|
E860094
|
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: Nathan Seiberg | Statement: [Seiberg–Witten theory, developedBy, Nathan Seiberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nathan Seiberg Context triple: [Seiberg–Witten theory, developedBy, Nathan Seiberg]
-
A.
Sylvester James Gates Jr.
Sylvester James Gates Jr. is an American theoretical physicist renowned for his pioneering work in supersymmetry, supergravity, and superstring theory, as well as for his leadership and public advocacy for science and diversity in physics.
-
B.
Steven Gubser
Steven Gubser was an American theoretical physicist known for influential contributions to string theory, particularly in applying the AdS/CFT correspondence to strongly coupled systems and black hole physics.
-
C.
David Gross
David Gross is an American theoretical physicist and Nobel laureate renowned for his co-discovery of asymptotic freedom in quantum chromodynamics.
-
D.
Nima Arkani-Hamed
Nima Arkani-Hamed is a prominent theoretical physicist known for his influential work on particle physics, extra dimensions, and the foundations of quantum field theory and gravity.
-
E.
Michael Dine
Michael Dine is an American theoretical physicist known for his influential work in particle physics and cosmology, particularly in supersymmetry, string theory, and early-universe baryogenesis.
- 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: Nathan Seiberg Triple: [Seiberg–Witten theory, developedBy, Nathan Seiberg]
Generated description
Nathan Seiberg is a prominent theoretical physicist known for his influential work in quantum field theory and string theory, particularly in supersymmetry and dualities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nathan Seiberg Target entity description: Nathan Seiberg is a prominent theoretical physicist known for his influential work in quantum field theory and string theory, particularly in supersymmetry and dualities.
-
A.
Sylvester James Gates Jr.
Sylvester James Gates Jr. is an American theoretical physicist renowned for his pioneering work in supersymmetry, supergravity, and superstring theory, as well as for his leadership and public advocacy for science and diversity in physics.
-
B.
Steven Gubser
Steven Gubser was an American theoretical physicist known for influential contributions to string theory, particularly in applying the AdS/CFT correspondence to strongly coupled systems and black hole physics.
-
C.
David Gross
David Gross is an American theoretical physicist and Nobel laureate renowned for his co-discovery of asymptotic freedom in quantum chromodynamics.
-
D.
Nima Arkani-Hamed
Nima Arkani-Hamed is a prominent theoretical physicist known for his influential work on particle physics, extra dimensions, and the foundations of quantum field theory and gravity.
-
E.
Michael Dine
Michael Dine is an American theoretical physicist known for his influential work in particle physics and cosmology, particularly in supersymmetry, string theory, and early-universe baryogenesis.
- 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_69d381b5116081908d85227bab6d3c0c |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4e9a59d688190b1da1ea0ed48fafa |
completed | April 7, 2026, 11:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d795b2423c8190a7c0e9b6fcbcc6db |
completed | April 9, 2026, 12:04 p.m. |
| NEDg | Description generation | batch_69d7998acbf881909b6f063c4bf2d0a6 |
completed | April 9, 2026, 12:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d79aa0cc5481908bc14cda8fb6e8b1 |
completed | April 9, 2026, 12:25 p.m. |
Created at: April 6, 2026, 12:05 p.m.