Triple

T10829573
Position Surface form Disambiguated ID Type / Status
Subject Nigel Hitchin E255580 entity
Predicate notableWork P4 FINISHED
Object “The self-duality equations on a Riemann surface”
“The self-duality equations on a Riemann surface” is a seminal mathematical paper that introduced what are now called Hitchin equations, laying foundational connections between gauge theory, Higgs bundles, and the geometry of moduli spaces on Riemann surfaces.
E886936 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: “The self-duality equations on a Riemann surface” | Statement: [Nigel Hitchin, notableWork, “The self-duality equations on a Riemann surface”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: “The self-duality equations on a Riemann surface”
Context triple: [Nigel Hitchin, notableWork, “The self-duality equations on a Riemann surface”]
  • A. Seiberg–Witten invariants
    Seiberg–Witten invariants are powerful topological invariants of smooth four-manifolds derived from solutions to the Seiberg–Witten equations, used to distinguish different smooth structures and study the geometry and topology of 4D spaces.
  • B. Seiberg–Witten differential
    The Seiberg–Witten differential is a meromorphic one-form on the Seiberg–Witten curve whose periods encode the low-energy effective couplings and BPS spectrum of certain supersymmetric gauge theories.
  • C. Differential Analysis on Complex Manifolds
    "Differential Analysis on Complex Manifolds" is a foundational mathematical monograph that systematically develops the theory of differential and complex geometry on complex manifolds.
  • D. Einstein–Yang–Mills equations
    The Einstein–Yang–Mills equations are the coupled field equations that describe how non-abelian gauge fields (such as those in Yang–Mills theory) interact with and curve spacetime within the framework of general relativity.
  • E. Atiyah–Singer index theorem
    The Atiyah–Singer index theorem is a fundamental result in mathematics that links the analytical properties of elliptic differential operators to topological invariants of manifolds, unifying analysis, topology, and geometry.
  • 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: “The self-duality equations on a Riemann surface”
Triple: [Nigel Hitchin, notableWork, “The self-duality equations on a Riemann surface”]
Generated description
“The self-duality equations on a Riemann surface” is a seminal mathematical paper that introduced what are now called Hitchin equations, laying foundational connections between gauge theory, Higgs bundles, and the geometry of moduli spaces on Riemann surfaces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: “The self-duality equations on a Riemann surface”
Target entity description: “The self-duality equations on a Riemann surface” is a seminal mathematical paper that introduced what are now called Hitchin equations, laying foundational connections between gauge theory, Higgs bundles, and the geometry of moduli spaces on Riemann surfaces.
  • A. Seiberg–Witten invariants
    Seiberg–Witten invariants are powerful topological invariants of smooth four-manifolds derived from solutions to the Seiberg–Witten equations, used to distinguish different smooth structures and study the geometry and topology of 4D spaces.
  • B. Seiberg–Witten differential
    The Seiberg–Witten differential is a meromorphic one-form on the Seiberg–Witten curve whose periods encode the low-energy effective couplings and BPS spectrum of certain supersymmetric gauge theories.
  • C. Differential Analysis on Complex Manifolds
    "Differential Analysis on Complex Manifolds" is a foundational mathematical monograph that systematically develops the theory of differential and complex geometry on complex manifolds.
  • D. Einstein–Yang–Mills equations
    The Einstein–Yang–Mills equations are the coupled field equations that describe how non-abelian gauge fields (such as those in Yang–Mills theory) interact with and curve spacetime within the framework of general relativity.
  • E. Atiyah–Singer index theorem
    The Atiyah–Singer index theorem is a fundamental result in mathematics that links the analytical properties of elliptic differential operators to topological invariants of manifolds, unifying analysis, topology, and geometry.
  • 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_69d6aa8081448190a9324184f2bd1c26 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d74420fa188190b5b3c59e1a9f551d completed April 9, 2026, 6:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69de85a068b08190948c3ca32cdda147 completed April 14, 2026, 6:21 p.m.
NEDg Description generation batch_69de8956d9f081909d076c5e413c1f74 completed April 14, 2026, 6:37 p.m.
NED2 Entity disambiguation (via description) batch_69de8e80fe80819088ac76bb5abc58f0 completed April 14, 2026, 6:59 p.m.
Created at: April 8, 2026, 9:19 p.m.