Triple
T16312466
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Katherine Blodgett |
E396091
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Langmuir–Blodgett films |
E459378
|
NE FINISHED |
How this triple was built (2 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: [Katherine Blodgett, notableWork, Langmuir–Blodgett films]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Langmuir–Blodgett films Context triple: [Katherine Blodgett, notableWork, Langmuir–Blodgett films]
-
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.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69d87f23bb088190a16fbb91a1957ea5 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e288dc30f48190b508220429b66e92 |
completed | April 17, 2026, 7:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a001fa6ceb48190b937a15b94fd3cfa |
completed | May 10, 2026, 6:03 a.m. |
Created at: April 10, 2026, 5:06 a.m.