Triple

T1468783
Position Surface form Disambiguated ID Type / Status
Subject Chad Mirkin E27085 entity
Predicate knownFor P22 FINISHED
Object dip-pen nanolithography
Dip-pen nanolithography is a scanning probe-based nanofabrication technique that uses an atomic force microscope tip to directly "write" nanoscale patterns of molecules onto a substrate with high precision.
E166832 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: dip-pen nanolithography | Statement: [Chad Mirkin, knownFor, dip-pen nanolithography]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: dip-pen nanolithography
Context triple: [Chad Mirkin, knownFor, dip-pen nanolithography]
  • A. Fresnel zone plates
    Fresnel zone plates are diffractive optical elements composed of concentric rings that focus light through interference rather than refraction, serving as lens alternatives in applications like X-ray and microscopy.
  • B. Institute for Molecular Manufacturing
    The Institute for Molecular Manufacturing is a research organization focused on advancing molecular nanotechnology and its implications for technology and society.
  • C. ASME Journal of Micro and Nano-Manufacturing
    ASME Journal of Micro and Nano-Manufacturing is a peer-reviewed scientific journal focusing on research and advances in micro- and nano-scale manufacturing processes, systems, and technologies.
  • D. Electronic Processes in Non-Crystalline Materials
    Electronic Processes in Non-Crystalline Materials is a seminal physics monograph by Nevill Mott that systematically analyzes charge transport and electronic behavior in amorphous and disordered solids.
  • E. Lam Research
    Lam Research is a leading American semiconductor equipment company that supplies wafer fabrication tools and services to chip manufacturers worldwide.
  • 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: dip-pen nanolithography
Triple: [Chad Mirkin, knownFor, dip-pen nanolithography]
Generated description
Dip-pen nanolithography is a scanning probe-based nanofabrication technique that uses an atomic force microscope tip to directly "write" nanoscale patterns of molecules onto a substrate with high precision.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: dip-pen nanolithography
Target entity description: Dip-pen nanolithography is a scanning probe-based nanofabrication technique that uses an atomic force microscope tip to directly "write" nanoscale patterns of molecules onto a substrate with high precision.
  • A. Fresnel zone plates
    Fresnel zone plates are diffractive optical elements composed of concentric rings that focus light through interference rather than refraction, serving as lens alternatives in applications like X-ray and microscopy.
  • B. Institute for Molecular Manufacturing
    The Institute for Molecular Manufacturing is a research organization focused on advancing molecular nanotechnology and its implications for technology and society.
  • C. ASME Journal of Micro and Nano-Manufacturing
    ASME Journal of Micro and Nano-Manufacturing is a peer-reviewed scientific journal focusing on research and advances in micro- and nano-scale manufacturing processes, systems, and technologies.
  • D. Electronic Processes in Non-Crystalline Materials
    Electronic Processes in Non-Crystalline Materials is a seminal physics monograph by Nevill Mott that systematically analyzes charge transport and electronic behavior in amorphous and disordered solids.
  • E. Lam Research
    Lam Research is a leading American semiconductor equipment company that supplies wafer fabrication tools and services to chip manufacturers worldwide.
  • 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_69a496d25d6881909dbd84f86d763992 completed March 1, 2026, 7:43 p.m.
NER Named-entity recognition batch_69a4c5d8bb68819095b7b413247ad657 completed March 1, 2026, 11:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad0e805fa481908d6428a4e2fb4c4a completed March 8, 2026, 5:52 a.m.
NEDg Description generation batch_69ad0f0b145c8190b08af9a6a3325c23 completed March 8, 2026, 5:54 a.m.
NED2 Entity disambiguation (via description) batch_69ad0f9380648190b4db1b9c92f37831 completed March 8, 2026, 5:56 a.m.
Created at: March 1, 2026, 8:01 p.m.