Triple

T189027
Position Surface form Disambiguated ID Type / Status
Subject TXN E3676 entity
Predicate industry P71 FINISHED
Object Semiconductor Equipment & Materials
Semiconductor Equipment & Materials is an industry segment that provides the specialized machinery, tools, and raw materials used to manufacture semiconductor devices and integrated circuits.
E23923 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: Semiconductor Equipment & Materials | Statement: [TXN, industry, Semiconductor Equipment & Materials]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Semiconductor Equipment & Materials
Context triple: [TXN, industry, Semiconductor Equipment & Materials]
  • A. IEEE Electron Devices Society
    The IEEE Electron Devices Society is a professional society within IEEE that focuses on the theory, design, fabrication, and application of electron and semiconductor devices.
  • B. Shockley Semiconductor Laboratory
    Shockley Semiconductor Laboratory was a pioneering Silicon Valley research and development company founded by Nobel laureate William Shockley that became the seed for many later semiconductor firms, including those started by the "traitorous eight."
  • C. Fairchild Semiconductor
    Fairchild Semiconductor was a pioneering American semiconductor company that played a central role in the development of Silicon Valley and the modern integrated circuit industry.
  • D. IEEE Electron Device Letters
    IEEE Electron Device Letters is a peer-reviewed scientific journal focusing on rapid publication of short, original research papers in the field of electron and semiconductor devices.
  • E. IEEE Journal of the Electron Devices Society
    The IEEE Journal of the Electron Devices Society is a peer-reviewed scientific journal focusing on research and developments in electron devices and related technologies.
  • 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: Semiconductor Equipment & Materials
Triple: [TXN, industry, Semiconductor Equipment & Materials]
Generated description
Semiconductor Equipment & Materials is an industry segment that provides the specialized machinery, tools, and raw materials used to manufacture semiconductor devices and integrated circuits.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Semiconductor Equipment & Materials
Target entity description: Semiconductor Equipment & Materials is an industry segment that provides the specialized machinery, tools, and raw materials used to manufacture semiconductor devices and integrated circuits.
  • A. IEEE Electron Devices Society
    The IEEE Electron Devices Society is a professional society within IEEE that focuses on the theory, design, fabrication, and application of electron and semiconductor devices.
  • B. Shockley Semiconductor Laboratory
    Shockley Semiconductor Laboratory was a pioneering Silicon Valley research and development company founded by Nobel laureate William Shockley that became the seed for many later semiconductor firms, including those started by the "traitorous eight."
  • C. Fairchild Semiconductor
    Fairchild Semiconductor was a pioneering American semiconductor company that played a central role in the development of Silicon Valley and the modern integrated circuit industry.
  • D. IEEE Electron Device Letters
    IEEE Electron Device Letters is a peer-reviewed scientific journal focusing on rapid publication of short, original research papers in the field of electron and semiconductor devices.
  • E. IEEE Journal of the Electron Devices Society
    The IEEE Journal of the Electron Devices Society is a peer-reviewed scientific journal focusing on research and developments in electron devices and related technologies.
  • 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_69a2548debd48190ae3a06d6e65b53c6 completed Feb. 28, 2026, 2:35 a.m.
NER Named-entity recognition batch_69a2594abeec8190a48f36817e647fcd completed Feb. 28, 2026, 2:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69a30287094c8190ad4669e856a29f6c completed Feb. 28, 2026, 2:58 p.m.
NEDg Description generation batch_69a3047bf9588190a147cea4f7b74f46 completed Feb. 28, 2026, 3:06 p.m.
NED2 Entity disambiguation (via description) batch_69a304fdf7888190b0e14ca4eeffe397 completed Feb. 28, 2026, 3:08 p.m.
Created at: Feb. 28, 2026, 2:41 a.m.