Triple
T8684847
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | M-theory |
E206131
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object |
M2-branes
M2-branes are two-dimensional membrane-like objects in M-theory that generalize strings and play a central role in the nonperturbative structure of the theory.
|
E751296
|
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: M2-branes | Statement: [M-theory, includes, M2-branes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: M2-branes Context triple: [M-theory, includes, M2-branes]
-
A.
M-theory
M-theory is a proposed unifying framework in theoretical physics that generalizes string theories into an eleven-dimensional model aiming to reconcile quantum mechanics with gravity.
-
B.
Black holes in string theory
Black holes in string theory are theoretical objects studied using string-theoretic tools to understand quantum aspects of gravity, spacetime, and information, notably in the context of ideas like holography and the AdS/CFT correspondence.
-
C.
Green–Schwarz mechanism
The Green–Schwarz mechanism is a key anomaly-cancellation process in string theory that ensures the mathematical consistency of certain superstring models by eliminating gauge and gravitational anomalies.
-
D.
Klebanov–Tseytlin background in type IIB supergravity
The Klebanov–Tseytlin background in type IIB supergravity is a celebrated solution describing fractional D3-branes on a conifold, providing a key holographic dual for a four-dimensional cascading gauge theory.
-
E.
Seiberg–Witten theory
Seiberg–Witten theory is a framework in quantum field theory and string theory that uses supersymmetry to exactly analyze strongly coupled gauge theories, leading to profound insights into dualities and four-dimensional topology.
- 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: M2-branes Triple: [M-theory, includes, M2-branes]
Generated description
M2-branes are two-dimensional membrane-like objects in M-theory that generalize strings and play a central role in the nonperturbative structure of the theory.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: M2-branes Target entity description: M2-branes are two-dimensional membrane-like objects in M-theory that generalize strings and play a central role in the nonperturbative structure of the theory.
-
A.
M-theory
M-theory is a proposed unifying framework in theoretical physics that generalizes string theories into an eleven-dimensional model aiming to reconcile quantum mechanics with gravity.
-
B.
Black holes in string theory
Black holes in string theory are theoretical objects studied using string-theoretic tools to understand quantum aspects of gravity, spacetime, and information, notably in the context of ideas like holography and the AdS/CFT correspondence.
-
C.
Green–Schwarz mechanism
The Green–Schwarz mechanism is a key anomaly-cancellation process in string theory that ensures the mathematical consistency of certain superstring models by eliminating gauge and gravitational anomalies.
-
D.
Klebanov–Tseytlin background in type IIB supergravity
The Klebanov–Tseytlin background in type IIB supergravity is a celebrated solution describing fractional D3-branes on a conifold, providing a key holographic dual for a four-dimensional cascading gauge theory.
-
E.
Seiberg–Witten theory
Seiberg–Witten theory is a framework in quantum field theory and string theory that uses supersymmetry to exactly analyze strongly coupled gauge theories, leading to profound insights into dualities and four-dimensional topology.
- 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_69ca835379688190aa06b9d98e684d58 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc4aeae740819099093906ccc5f640 |
completed | March 31, 2026, 10:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cef3c3c74c81908cd9e881d5963492 |
completed | April 2, 2026, 10:54 p.m. |
| NEDg | Description generation | batch_69cef521010081908815779c0bd2aac9 |
completed | April 2, 2026, 11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cef727ea088190bf40eaf5424ae864 |
completed | April 2, 2026, 11:09 p.m. |
Created at: March 30, 2026, 6:32 p.m.