Triple

T23528151
Position Surface form Disambiguated ID Type / Status
Subject Zhang Ruimin E576488 entity
Predicate notableAction P1706 FINISHED
Object implemented strict quality control at Haier
Zhang Ruimin is a renowned Chinese business leader and longtime CEO of Haier, credited with transforming the company into a global appliance giant through radical management reforms and a strong focus on quality and innovation.
E1592231 NE FINISHED

How this triple was built (3 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: implemented strict quality control at Haier | Statement: [Zhang Ruimin, notableAction, implemented strict quality control at Haier]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: implemented strict quality control at Haier
Context triple: [Zhang Ruimin, notableAction, implemented strict quality control at Haier]
  • A. Economic Control of Quality of Manufactured Product
    Economic Control of Quality of Manufactured Product is Walter A. Shewhart’s foundational book that established modern statistical quality control and introduced concepts such as control charts for managing industrial processes.
  • B. Quality and Me
    "Quality and Me" is an autobiographical and instructional book by quality management expert Philip B. Crosby, in which he reflects on his career and outlines his influential principles for achieving zero-defects quality in organizations.
  • C. SQC
    SQC is the standard national qualification certificate awarded to students in Scotland for completing secondary and further education courses.
  • D. Quality Control
    Quality Control is an Atlanta-based hip-hop record label and management company known for developing major rap artists such as Migos, Lil Baby, and City Girls.
  • E. Qualitrol
    Qualitrol is a company that specializes in condition monitoring and protection solutions for electrical power equipment and grid assets.
  • 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: implemented strict quality control at Haier
Triple: [Zhang Ruimin, notableAction, implemented strict quality control at Haier]
Generated description
Zhang Ruimin is a renowned Chinese business leader and longtime CEO of Haier, credited with transforming the company into a global appliance giant through radical management reforms and a strong focus on quality and innovation.

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_69e245f5a8848190a2ba42e271c6c31f completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f1ac758038819098f5f597be39274e completed April 29, 2026, 7 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0cdf53c66c819087f1e9481dcfc8ee completed May 19, 2026, 10:08 p.m.
NEDg Description generation batch_6a0ce4602a408190b4357d98cf16477a completed May 19, 2026, 10:29 p.m.
NED2 Entity disambiguation (via description) batch_6a0d721bdae08190a06f48a6073c5351 completed May 20, 2026, 8:34 a.m.
Created at: April 17, 2026, 6:09 p.m.