Triple
T4164036
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | London Mathematical Society |
E84397
|
entity |
| Predicate | publishes |
P80
|
FINISHED |
| Object |
Nonlinearity
Nonlinearity is a peer-reviewed scientific journal focusing on research in nonlinear science and mathematics, published by the London Mathematical Society.
|
E418151
|
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: Nonlinearity | Statement: [London Mathematical Society, publishes, Nonlinearity]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nonlinearity Context triple: [London Mathematical Society, publishes, Nonlinearity]
-
A.
Duality
Duality is a 1998 collaborative album by Lisa Gerrard and Pieter Bourke that blends ethereal vocals with atmospheric, world-influenced soundscapes.
-
B.
Continuity
Continuity is Apple’s ecosystem feature set that seamlessly links activities and data across iPhone, iPad, Mac, Apple Watch, and other Apple devices for a unified user experience.
-
C.
Symmetry
Symmetry is a seminal 1952 book by mathematician and physicist Hermann Weyl that explores the concept of symmetry across mathematics, physics, art, and nature for a general audience.
-
D.
Chaos
Chaos is the primordial void or yawning gap in ancient Greek cosmology, from which the first gods and elements of the universe emerged.
-
E.
Chaos
"Chaos" is a French film featuring Rachida Brakni in a critically acclaimed role that significantly raised her profile as an actress.
- 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: Nonlinearity Triple: [London Mathematical Society, publishes, Nonlinearity]
Generated description
Nonlinearity is a peer-reviewed scientific journal focusing on research in nonlinear science and mathematics, published by the London Mathematical Society.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nonlinearity Target entity description: Nonlinearity is a peer-reviewed scientific journal focusing on research in nonlinear science and mathematics, published by the London Mathematical Society.
-
A.
Duality
Duality is a 1998 collaborative album by Lisa Gerrard and Pieter Bourke that blends ethereal vocals with atmospheric, world-influenced soundscapes.
-
B.
Continuity
Continuity is Apple’s ecosystem feature set that seamlessly links activities and data across iPhone, iPad, Mac, Apple Watch, and other Apple devices for a unified user experience.
-
C.
Symmetry
Symmetry is a seminal 1952 book by mathematician and physicist Hermann Weyl that explores the concept of symmetry across mathematics, physics, art, and nature for a general audience.
-
D.
Chaos
Chaos is the primordial void or yawning gap in ancient Greek cosmology, from which the first gods and elements of the universe emerged.
-
E.
Chaos
"Chaos" is a French film featuring Rachida Brakni in a critically acclaimed role that significantly raised her profile as an actress.
- 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_69aed932cab48190b80ffe35f7029ae1 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af02a9bf348190b99cecd19fe65779 |
completed | March 9, 2026, 5:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b57f478c948190a997e006015e588d |
completed | March 14, 2026, 3:31 p.m. |
| NEDg | Description generation | batch_69b57fcd3d60819086ab5ad7b69242a2 |
completed | March 14, 2026, 3:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5803ec2088190ac9d4b3d34278e17 |
completed | March 14, 2026, 3:35 p.m. |
Created at: March 9, 2026, 3:44 p.m.