Triple

T22463112
Position Surface form Disambiguated ID Type / Status
Subject Schneider Electric SE E555279 entity
Predicate formerlyKnownAs P65 FINISHED
Object Schneider & Cie
Schneider & Cie was the original industrial and engineering company that evolved into today’s multinational energy management and automation firm Schneider Electric.
 E1538218 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: Schneider & Cie | Statement: [Schneider Electric SE, formerlyKnownAs, Schneider & Cie]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Schneider & Cie
Context triple: [Schneider Electric SE, formerlyKnownAs, Schneider & Cie]
  • A. Schneider and Co.
    Schneider and Co. was an engineering and construction firm known for its role in designing major infrastructure projects such as India’s historic Pamban Bridge.
  • B. Franz Haniel & Cie.
    Franz Haniel & Cie. is a long-established German family-owned investment holding company with significant stakes in various major enterprises.
  • C. Jules Porgès & Cie
    Jules Porgès & Cie was a prominent late 19th-century European diamond and mining finance house involved in major South African ventures.
  • D. Eiffel et Cie
    Eiffel et Cie was the engineering and construction firm through which Gustave Eiffel carried out many of his major iron-structure projects in the late 19th century.
  • E. G. Charpentier et Cie
    G. Charpentier et Cie was a prominent 19th-century French publishing house known for issuing works by leading literary figures of its time.
  • 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: Schneider & Cie
Triple: [Schneider Electric SE, formerlyKnownAs, Schneider & Cie]
Generated description
Schneider & Cie was the original industrial and engineering company that evolved into today’s multinational energy management and automation firm Schneider Electric.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Schneider & Cie
Target entity description: Schneider & Cie was the original industrial and engineering company that evolved into today’s multinational energy management and automation firm Schneider Electric.
  • A. Schneider and Co.
    Schneider and Co. was an engineering and construction firm known for its role in designing major infrastructure projects such as India’s historic Pamban Bridge.
  • B. Franz Haniel & Cie.
    Franz Haniel & Cie. is a long-established German family-owned investment holding company with significant stakes in various major enterprises.
  • C. Jules Porgès & Cie
    Jules Porgès & Cie was a prominent late 19th-century European diamond and mining finance house involved in major South African ventures.
  • D. Eiffel et Cie
    Eiffel et Cie was the engineering and construction firm through which Gustave Eiffel carried out many of his major iron-structure projects in the late 19th century.
  • E. G. Charpentier et Cie
    G. Charpentier et Cie was a prominent 19th-century French publishing house known for issuing works by leading literary figures of its time.
  • 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_69e11e51fdec8190adfdf9f8a6362221 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15b819d24819084e9b1a7c596345a completed April 29, 2026, 1:14 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b0c8433348190894a06439b3461ed completed May 18, 2026, 12:56 p.m.
NEDg Description generation batch_6a0b0f24bb9c81909d2e5b08ff081ad0 completed May 18, 2026, 1:07 p.m.
NED2 Entity disambiguation (via description) batch_6a0b100675688190b493cc73e0d778fc completed May 18, 2026, 1:11 p.m.
Created at: April 16, 2026, 8:48 p.m.