Triple

T10156409
Position Surface form Disambiguated ID Type / Status
Subject Applied Materials E233786 entity
Predicate hasDivision P35 FINISHED
Object Semiconductor Systems
Semiconductor Systems is a major business division of Applied Materials that develops and supplies equipment and technologies used in the manufacturing of semiconductor chips.
E843997 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 Systems | Statement: [Applied Materials, hasDivision, Semiconductor Systems]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Semiconductor Systems
Context triple: [Applied Materials, hasDivision, Semiconductor Systems]
  • A. VLSI technology
    VLSI technology (Very Large Scale Integration) is the process of creating integrated circuits by combining thousands to millions of transistors on a single chip, enabling complex and high-performance electronic systems.
  • B. CMOS technology
    CMOS technology is a widely used semiconductor process for building integrated circuits, particularly efficient digital logic and memory, that has historically benefited from transistor miniaturization trends like Dennard scaling.
  • C. MMICs
    MMICs (Monolithic Microwave Integrated Circuits) are compact, high-frequency integrated circuits used in microwave and millimeter-wave applications such as radar, satellite communications, and wireless systems.
  • D. ASIC
    An ASIC (Application-Specific Integrated Circuit) is a custom-designed semiconductor chip optimized to perform a particular set of tasks or functions with high efficiency.
  • E. ASIC
    ASIC is an international military forum that promotes interoperability and cooperation among the air and space forces of its member nations.
  • 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 Systems
Triple: [Applied Materials, hasDivision, Semiconductor Systems]
Generated description
Semiconductor Systems is a major business division of Applied Materials that develops and supplies equipment and technologies used in the manufacturing of semiconductor chips.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Semiconductor Systems
Target entity description: Semiconductor Systems is a major business division of Applied Materials that develops and supplies equipment and technologies used in the manufacturing of semiconductor chips.
  • A. VLSI technology
    VLSI technology (Very Large Scale Integration) is the process of creating integrated circuits by combining thousands to millions of transistors on a single chip, enabling complex and high-performance electronic systems.
  • B. CMOS technology
    CMOS technology is a widely used semiconductor process for building integrated circuits, particularly efficient digital logic and memory, that has historically benefited from transistor miniaturization trends like Dennard scaling.
  • C. MMICs
    MMICs (Monolithic Microwave Integrated Circuits) are compact, high-frequency integrated circuits used in microwave and millimeter-wave applications such as radar, satellite communications, and wireless systems.
  • D. ASIC
    An ASIC (Application-Specific Integrated Circuit) is a custom-designed semiconductor chip optimized to perform a particular set of tasks or functions with high efficiency.
  • E. ASIC
    ASIC is an international military forum that promotes interoperability and cooperation among the air and space forces of its member nations.
  • 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_69ca848e80748190b91d1e04d35512c7 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cdec3c47dc81909679903e6024eb49 completed April 2, 2026, 4:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2e65b9d4c8190b1f520ed08256372 completed April 5, 2026, 10:46 p.m.
NEDg Description generation batch_69d2e82a49e08190918e85d8b8b2e5c6 completed April 5, 2026, 10:54 p.m.
NED2 Entity disambiguation (via description) batch_69d2e8a37b388190a0d79d61573cf06d completed April 5, 2026, 10:56 p.m.
Created at: March 30, 2026, 9:09 p.m.