Triple

T243754
Position Surface form Disambiguated ID Type / Status
Subject Einstein–Smoluchowski relation E4990 entity
Predicate usedIn P98 FINISHED
Object soft matter physics
Soft matter physics is the branch of physics that studies materials such as polymers, colloids, gels, liquid crystals, and biological matter, focusing on their complex structural, dynamical, and rheological properties.
 E31543 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: soft matter physics | Statement: [Einstein–Smoluchowski relation, usedIn, soft matter physics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: soft matter physics
Context triple: [Einstein–Smoluchowski relation, usedIn, soft matter physics]
  • A. continuum mechanics
    Continuum mechanics is a branch of physics that models the behavior and deformation of materials and fluids by treating them as continuous media rather than discrete particles.
  • B. Physics of Fluids
    Physics of Fluids is a peer-reviewed scientific journal focusing on research in fluid dynamics and related areas of physics.
  • C. Journal of Rheology
    The Journal of Rheology is a peer-reviewed scientific journal that publishes research on the deformation and flow of matter, including the rheological behavior of complex fluids and soft solids.
  • D. Division of Polymeric Materials: Science and Engineering
    The Division of Polymeric Materials: Science and Engineering is a professional subdivision of the American Chemical Society that focuses on the science, engineering, and technological applications of polymeric materials.
  • E. Division of Colloid and Surface Chemistry
    The Division of Colloid and Surface Chemistry is a technical division of the American Chemical Society that focuses on advancing research and education in colloids, interfaces, and surface phenomena.
  • 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: soft matter physics
Triple: [Einstein–Smoluchowski relation, usedIn, soft matter physics]
Generated description
Soft matter physics is the branch of physics that studies materials such as polymers, colloids, gels, liquid crystals, and biological matter, focusing on their complex structural, dynamical, and rheological properties.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: soft matter physics
Target entity description: Soft matter physics is the branch of physics that studies materials such as polymers, colloids, gels, liquid crystals, and biological matter, focusing on their complex structural, dynamical, and rheological properties.
  • A. continuum mechanics
    Continuum mechanics is a branch of physics that models the behavior and deformation of materials and fluids by treating them as continuous media rather than discrete particles.
  • B. Physics of Fluids
    Physics of Fluids is a peer-reviewed scientific journal focusing on research in fluid dynamics and related areas of physics.
  • C. Journal of Rheology
    The Journal of Rheology is a peer-reviewed scientific journal that publishes research on the deformation and flow of matter, including the rheological behavior of complex fluids and soft solids.
  • D. Division of Polymeric Materials: Science and Engineering
    The Division of Polymeric Materials: Science and Engineering is a professional subdivision of the American Chemical Society that focuses on the science, engineering, and technological applications of polymeric materials.
  • E. Division of Colloid and Surface Chemistry
    The Division of Colloid and Surface Chemistry is a technical division of the American Chemical Society that focuses on advancing research and education in colloids, interfaces, and surface phenomena.
  • 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_69a257c3d0708190b0871c4269d273e6 completed Feb. 28, 2026, 2:49 a.m.
NER Named-entity recognition batch_69a25cef84ac81908fcc175b7f89653b completed Feb. 28, 2026, 3:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69a36cf2e84c81908d87847d498f96f4 completed Feb. 28, 2026, 10:32 p.m.
NEDg Description generation batch_69a36d68858c81908cc2d2dc94b1a482 completed Feb. 28, 2026, 10:34 p.m.
NED2 Entity disambiguation (via description) batch_69a36dbb7dc88190a75f2c0bbb478ccc completed Feb. 28, 2026, 10:35 p.m.
Created at: Feb. 28, 2026, 2:53 a.m.