Triple
T6731913
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lam Research |
E153652
|
entity |
| Predicate | competesWith |
P1375
|
FINISHED |
| Object |
KLA Corporation
KLA Corporation is a leading American company that provides process control and yield management systems for the semiconductor and related nanoelectronics industries.
|
E616389
|
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: KLA Corporation | Statement: [Lam Research, competesWith, KLA Corporation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: KLA Corporation Context triple: [Lam Research, competesWith, KLA Corporation]
-
A.
Wilson Semiconductors
"Wilson Semiconductors" is an album by the experimental rock band The Howling Hex, known for their unconventional song structures and lo-fi aesthetic.
-
B.
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.
-
C.
Nichia Corporation
Nichia Corporation is a Japanese chemical and electronics company best known as a leading manufacturer of LEDs and phosphors, including pioneering work in blue and white light-emitting diodes.
-
D.
SGS-THOMSON Microelectronics
SGS-THOMSON Microelectronics was a major semiconductor company formed by the merger of Italy’s SGS Microelettronica and France’s Thomson Semiconducteurs, later renamed STMicroelectronics.
-
E.
Sogitec Industries
Sogitec Industries is a French company specializing in simulation, training systems, and technical publications, particularly for the aerospace and defense sectors.
- 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: KLA Corporation Triple: [Lam Research, competesWith, KLA Corporation]
Generated description
KLA Corporation is a leading American company that provides process control and yield management systems for the semiconductor and related nanoelectronics industries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: KLA Corporation Target entity description: KLA Corporation is a leading American company that provides process control and yield management systems for the semiconductor and related nanoelectronics industries.
-
A.
Wilson Semiconductors
"Wilson Semiconductors" is an album by the experimental rock band The Howling Hex, known for their unconventional song structures and lo-fi aesthetic.
-
B.
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.
-
C.
Nichia Corporation
Nichia Corporation is a Japanese chemical and electronics company best known as a leading manufacturer of LEDs and phosphors, including pioneering work in blue and white light-emitting diodes.
-
D.
SGS-THOMSON Microelectronics
SGS-THOMSON Microelectronics was a major semiconductor company formed by the merger of Italy’s SGS Microelettronica and France’s Thomson Semiconducteurs, later renamed STMicroelectronics.
-
E.
Sogitec Industries
Sogitec Industries is a French company specializing in simulation, training systems, and technical publications, particularly for the aerospace and defense sectors.
- 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_69c6880bdd68819097de8b6099992682 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d16a30888190ae474d90bb71ac49 |
completed | March 27, 2026, 6:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c70b0502d081909662028e2b40c7f3 |
completed | March 27, 2026, 10:56 p.m. |
| NEDg | Description generation | batch_69c70ba06a5c81909b65b52d21d37104 |
completed | March 27, 2026, 10:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c70c755054819087d0db6f94d69eae |
completed | March 27, 2026, 11:02 p.m. |
Created at: March 27, 2026, 2:09 p.m.