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.