Triple
T18786104
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Langmuir monolayers |
E459378
|
entity |
| Predicate | canBeTransferredAs |
P89762
|
FINISHED |
| Object | Langmuir–Blodgett films |
—
|
NE NERFINISHED |
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: Langmuir–Blodgett films | Statement: [Langmuir monolayers, canBeTransferredAs, Langmuir–Blodgett films]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Langmuir–Blodgett films Context triple: [Langmuir monolayers, canBeTransferredAs, Langmuir–Blodgett films]
-
A.
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.
-
B.
Langmuir
Langmuir is a surname most notably associated with Irving Langmuir, the American chemist and Nobel laureate known for his pioneering work in surface chemistry.
-
C.
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.
-
D.
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.
-
E.
The Physics of Liquid Crystals
The Physics of Liquid Crystals is a seminal scientific monograph by Pierre-Gilles de Gennes that systematically develops the theoretical foundations and phenomenology of liquid crystal phases and their transitions.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Langmuir–Blodgett films Target entity description: Langmuir–Blodgett films are ultra-thin, highly ordered molecular layers deposited onto solid substrates, widely used to study and exploit surface and interfacial phenomena in materials science and nanotechnology.
-
A.
Langmuir monolayers
chosen
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.
-
B.
Langmuir
Langmuir is a surname most notably associated with Irving Langmuir, the American chemist and Nobel laureate known for his pioneering work in surface chemistry.
-
C.
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.
-
D.
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.
-
E.
The Physics of Liquid Crystals
The Physics of Liquid Crystals is a seminal scientific monograph by Pierre-Gilles de Gennes that systematically develops the theoretical foundations and phenomenology of liquid crystal phases and their transitions.
- F. None of above.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: canBeTransferredAs Context triple: [Langmuir monolayers, canBeTransferredAs, Langmuir–Blodgett films]
-
A.
mayBeTransferredIf
Indicates that something is allowed to be transferred from one party or context to another under certain conditions.
-
B.
isTransferableByPossession
Indicates that the rights or ownership associated with something can be transferred simply by transferring physical possession of it.
-
C.
hasTransferOption
chosen
Indicates that there exists a way or method for something (e.g., funds, data, ownership, or passengers) to be transferred from one entity or location to another.
-
D.
hasTransfer
Indicates a relationship where something is moved or conveyed from one entity or location to another.
-
E.
transferable
Indicates that a right, property, or obligation can be legally or practically passed from one entity to another.
- F. None of above.
Provenance (3 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_69d8d396f54c8190ba49db31e8743842 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5978154ac819096356d2a488b45f0 |
completed | April 20, 2026, 3:03 a.m. |
| PD | Predicate disambiguation | batch_69e48d16dd34819096e096d0c0e4c15c |
completed | April 19, 2026, 8:06 a.m. |
Created at: April 10, 2026, 11:52 a.m.