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.