Triple
T2225446
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MMIC |
E48637
|
entity |
| Predicate | typicalSubstrate |
P16678
|
FINISHED |
| Object |
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.
|
E246070
|
NE FINISHED |
How this triple was built (5 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: gallium arsenide | Statement: [MMIC, typicalSubstrate, gallium arsenide]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: gallium arsenide Context triple: [MMIC, typicalSubstrate, gallium arsenide]
-
A.
Esaki diode
The Esaki diode is a heavily doped semiconductor tunnel diode that exhibits negative differential resistance, enabling high-speed and microwave-frequency electronic applications.
-
B.
Nanocnide
Nanocnide is a little-known genus of flowering plants in the hemp family Cannabaceae, likely comprising herbaceous species related to nettles and hops.
-
C.
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."
-
D.
ARM Copper
ARM Copper is the copper-focused mining division of South African diversified mining company African Rainbow Minerals.
-
E.
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.
- 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: gallium arsenide Triple: [MMIC, typicalSubstrate, gallium arsenide]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: gallium arsenide Target entity description: 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.
-
A.
Esaki diode
The Esaki diode is a heavily doped semiconductor tunnel diode that exhibits negative differential resistance, enabling high-speed and microwave-frequency electronic applications.
-
B.
Nanocnide
Nanocnide is a little-known genus of flowering plants in the hemp family Cannabaceae, likely comprising herbaceous species related to nettles and hops.
-
C.
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."
-
D.
ARM Copper
ARM Copper is the copper-focused mining division of South African diversified mining company African Rainbow Minerals.
-
E.
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.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: typicalSubstrate Context triple: [MMIC, typicalSubstrate, gallium arsenide]
-
A.
substratePreference
chosen
Indicates a relationship where an entity tends to occur on, grow in, or utilize a particular physical material or medium as its preferred substrate.
-
B.
hasSubstrateInfluenceOn
Indicates that one substrate affects, modifies, or determines the behavior, activity, or properties of another entity or process.
-
C.
substanceType
Indicates the specific kind or category of substance associated with an entity or relation.
-
D.
typicalIn
Indicates that something commonly occurs, appears, or is found within a given context, category, or environment.
-
E.
typicalTexture
Indicates the usual or characteristic surface feel or consistency that is commonly associated with an entity.
- F. None of above.
Provenance (6 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_69a88aa51b388190949868ec9766e587 |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc03ffcbc8190a27e32af831c7be5 |
completed | March 7, 2026, 6:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae6565513081908b1117d16c375aec |
completed | March 9, 2026, 6:15 a.m. |
| NEDg | Description generation | batch_69ae67387ce08190aca43fdf949e98b2 |
completed | March 9, 2026, 6:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae679aa46c8190a7431f661f65580b |
completed | March 9, 2026, 6:24 a.m. |
| PD | Predicate disambiguation | batch_69abbdac31d8819092d17815e11921e9 |
completed | March 7, 2026, 5:54 a.m. |
Created at: March 4, 2026, 7:47 p.m.