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.