Triple

T19670680
Position Surface form Disambiguated ID Type / Status
Subject Stefan Hell E472326 entity
Predicate knownFor P22 FINISHED
Object MINFLUX microscopy
MINFLUX microscopy is an advanced fluorescence nanoscopy technique that achieves molecular-scale spatial resolution with minimal photon flux, enabling highly precise tracking and imaging of individual molecules in cells.
E1390123 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: MINFLUX microscopy | Statement: [Stefan Hell, knownFor, MINFLUX microscopy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MINFLUX microscopy
Context triple: [Stefan Hell, knownFor, MINFLUX microscopy]
  • A. Nomarski microscopy
    Nomarski microscopy, also known as differential interference contrast (DIC) microscopy, is an optical technique that enhances contrast in transparent, unstained specimens by converting phase shifts in light passing through the sample into variations in image intensity.
  • B. Microscopic Imager
    The Microscopic Imager is a close-up camera on the Mars Exploration Rovers designed to capture detailed, microscope-like images of Martian rocks and soil to study their fine-scale textures and structures.
  • C. micro_scope
    micro_scope is a Canadian film production company known for producing acclaimed independent and auteur-driven films.
  • D. Zernike phase-contrast method
    The Zernike phase-contrast method is a microscopy technique that converts phase shifts in light passing through transparent specimens into intensity differences, enabling detailed visualization of living cells and other unstained samples.
  • E. Microscopy by reconstructed wave-fronts
    "Microscopy by reconstructed wave-fronts" is the seminal 1948 paper by Dennis Gabor that introduced the principle of holography by using reconstructed wavefronts to form images.
  • 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: MINFLUX microscopy
Triple: [Stefan Hell, knownFor, MINFLUX microscopy]
Generated description
MINFLUX microscopy is an advanced fluorescence nanoscopy technique that achieves molecular-scale spatial resolution with minimal photon flux, enabling highly precise tracking and imaging of individual molecules in cells.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MINFLUX microscopy
Target entity description: MINFLUX microscopy is an advanced fluorescence nanoscopy technique that achieves molecular-scale spatial resolution with minimal photon flux, enabling highly precise tracking and imaging of individual molecules in cells.
  • A. Nomarski microscopy
    Nomarski microscopy, also known as differential interference contrast (DIC) microscopy, is an optical technique that enhances contrast in transparent, unstained specimens by converting phase shifts in light passing through the sample into variations in image intensity.
  • B. Microscopic Imager
    The Microscopic Imager is a close-up camera on the Mars Exploration Rovers designed to capture detailed, microscope-like images of Martian rocks and soil to study their fine-scale textures and structures.
  • C. micro_scope
    micro_scope is a Canadian film production company known for producing acclaimed independent and auteur-driven films.
  • D. Zernike phase-contrast method
    The Zernike phase-contrast method is a microscopy technique that converts phase shifts in light passing through transparent specimens into intensity differences, enabling detailed visualization of living cells and other unstained samples.
  • E. Microscopy by reconstructed wave-fronts
    "Microscopy by reconstructed wave-fronts" is the seminal 1948 paper by Dennis Gabor that introduced the principle of holography by using reconstructed wavefronts to form images.
  • 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_69d8e514f2e08190ba70a4449519d218 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6416b9cf8819096f44e3f9fbf86fa completed April 20, 2026, 3:08 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0787be755881908a8fa644690fd583 completed May 15, 2026, 8:53 p.m.
NEDg Description generation batch_6a0788b82bb88190a81764480e324028 completed May 15, 2026, 8:57 p.m.
NED2 Entity disambiguation (via description) batch_6a078a0b7a7c8190adb44f9f20e0b6ff completed May 15, 2026, 9:03 p.m.
Created at: April 10, 2026, 1:45 p.m.