Triple
T3555014
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Russell Dupuis |
E75197
|
entity |
| Predicate | hasResearchInterest |
P934
|
FINISHED |
| Object |
III-V compound semiconductors
III-V compound semiconductors are a class of materials formed from elements in groups III and V of the periodic table, widely used in high-speed electronics and optoelectronic devices such as lasers, LEDs, and high-frequency transistors.
|
E368507
|
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: III-V compound semiconductors | Statement: [Russell Dupuis, hasResearchInterest, III-V compound semiconductors]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: III-V compound semiconductors Context triple: [Russell Dupuis, hasResearchInterest, III-V compound semiconductors]
-
A.
gallium arsenide
Gallium arsenide is a compound semiconductor material known for its high electron mobility and direct bandgap, widely used in high-frequency and optoelectronic devices such as microwave integrated circuits, LEDs, and laser diodes.
-
B.
Advanced Semiconductor Materials International
Advanced Semiconductor Materials International is the Dutch technology company that evolved into ASML, a leading global manufacturer of photolithography systems for the semiconductor industry.
-
C.
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.
-
D.
Quantum Theory of Solids
Quantum Theory of Solids is a foundational physics text that systematically applies quantum mechanics to explain the electronic, thermal, and structural properties of crystalline solids.
-
E.
MOSFETs
MOSFETs (Metal-Oxide-Semiconductor Field-Effect Transistors) are semiconductor devices widely used for efficient electronic switching and amplification in power management and digital circuits.
- 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: III-V compound semiconductors Triple: [Russell Dupuis, hasResearchInterest, III-V compound semiconductors]
Generated description
III-V compound semiconductors are a class of materials formed from elements in groups III and V of the periodic table, widely used in high-speed electronics and optoelectronic devices such as lasers, LEDs, and high-frequency transistors.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: III-V compound semiconductors Target entity description: III-V compound semiconductors are a class of materials formed from elements in groups III and V of the periodic table, widely used in high-speed electronics and optoelectronic devices such as lasers, LEDs, and high-frequency transistors.
-
A.
gallium arsenide
Gallium arsenide is a compound semiconductor material known for its high electron mobility and direct bandgap, widely used in high-frequency and optoelectronic devices such as microwave integrated circuits, LEDs, and laser diodes.
-
B.
Advanced Semiconductor Materials International
Advanced Semiconductor Materials International is the Dutch technology company that evolved into ASML, a leading global manufacturer of photolithography systems for the semiconductor industry.
-
C.
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.
-
D.
Quantum Theory of Solids
Quantum Theory of Solids is a foundational physics text that systematically applies quantum mechanics to explain the electronic, thermal, and structural properties of crystalline solids.
-
E.
MOSFETs
MOSFETs (Metal-Oxide-Semiconductor Field-Effect Transistors) are semiconductor devices widely used for efficient electronic switching and amplification in power management and digital circuits.
- 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_69ad85d45090819086f34fb85d850a1e |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc0569fbc81909b855b6990c1415b |
completed | March 8, 2026, 6:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b38bf1c3e881908e7fc3b4df24e72b |
completed | March 13, 2026, 4 a.m. |
| NEDg | Description generation | batch_69b3b33409788190bdb164bef3ae1bd3 |
completed | March 13, 2026, 6:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3b3ade7ac819095f007f053766852 |
completed | March 13, 2026, 6:50 a.m. |
Created at: March 8, 2026, 3:20 p.m.