Triple

T5855543
Position Surface form Disambiguated ID Type / Status
Subject Joanna Aizenberg E130142 entity
Predicate knownFor P22 FINISHED
Object SLIPS liquid-infused slippery surfaces
SLIPS liquid-infused slippery surfaces are bioinspired, ultra-repellent coatings engineered to create smooth, self-cleaning, and anti-fouling interfaces by infusing porous materials with lubricating liquids.
E550060 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: SLIPS liquid-infused slippery surfaces | Statement: [Joanna Aizenberg, knownFor, SLIPS liquid-infused slippery surfaces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: SLIPS liquid-infused slippery surfaces
Context triple: [Joanna Aizenberg, knownFor, SLIPS liquid-infused slippery surfaces]
  • A. Gibbs dividing surface
    The Gibbs dividing surface is an idealized mathematical interface in thermodynamics used to separate phases and define interfacial properties such as surface tension and adsorption.
  • B. Plenty of Room at the Bottom
    "Plenty of Room at the Bottom" is a famous 1959 lecture by physicist Richard Feynman that is widely regarded as a foundational vision for the field of nanotechnology.
  • C. Dynamics of Nonhomogeneous Fluids
    Dynamics of Nonhomogeneous Fluids is a seminal scientific monograph by Chia-Shun Yih that develops the theoretical foundations of fluid motion in media with spatially varying density and related properties.
  • D. Langmuir monolayers
    Langmuir monolayers are single-molecule-thick films of amphiphilic substances spread on a liquid surface, widely used to study molecular organization and surface phenomena in physical chemistry and materials science.
  • E. National Centre for Flexible Electronics
    The National Centre for Flexible Electronics is a research and innovation hub at IIT Kanpur focused on developing advanced flexible and wearable electronic technologies and their commercialization.
  • 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: SLIPS liquid-infused slippery surfaces
Triple: [Joanna Aizenberg, knownFor, SLIPS liquid-infused slippery surfaces]
Generated description
SLIPS liquid-infused slippery surfaces are bioinspired, ultra-repellent coatings engineered to create smooth, self-cleaning, and anti-fouling interfaces by infusing porous materials with lubricating liquids.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: SLIPS liquid-infused slippery surfaces
Target entity description: SLIPS liquid-infused slippery surfaces are bioinspired, ultra-repellent coatings engineered to create smooth, self-cleaning, and anti-fouling interfaces by infusing porous materials with lubricating liquids.
  • A. Gibbs dividing surface
    The Gibbs dividing surface is an idealized mathematical interface in thermodynamics used to separate phases and define interfacial properties such as surface tension and adsorption.
  • B. Plenty of Room at the Bottom
    "Plenty of Room at the Bottom" is a famous 1959 lecture by physicist Richard Feynman that is widely regarded as a foundational vision for the field of nanotechnology.
  • C. Dynamics of Nonhomogeneous Fluids
    Dynamics of Nonhomogeneous Fluids is a seminal scientific monograph by Chia-Shun Yih that develops the theoretical foundations of fluid motion in media with spatially varying density and related properties.
  • D. Langmuir monolayers
    Langmuir monolayers are single-molecule-thick films of amphiphilic substances spread on a liquid surface, widely used to study molecular organization and surface phenomena in physical chemistry and materials science.
  • E. National Centre for Flexible Electronics
    The National Centre for Flexible Electronics is a research and innovation hub at IIT Kanpur focused on developing advanced flexible and wearable electronic technologies and their commercialization.
  • 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_69c0084de39081909eb34e6bed74215a completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c03555cd6081908b0307decd60d2bc completed March 22, 2026, 6:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0a1bc58d081908568294278cbf3a9 completed March 23, 2026, 2:13 a.m.
NEDg Description generation batch_69c0a2ab17f481908f2d492e4d9d90fb completed March 23, 2026, 2:17 a.m.
NED2 Entity disambiguation (via description) batch_69c0a323d9248190aa803c27be3d5eec completed March 23, 2026, 2:19 a.m.
Created at: March 22, 2026, 3:55 p.m.