Triple

T5904745
Position Surface form Disambiguated ID Type / Status
Subject Claude-Louis Berthollet E131315 entity
Predicate influenced P9 FINISHED
Object Jöns Jacob Berzelius
Jöns Jacob Berzelius was a pioneering Swedish chemist who helped establish modern chemical notation, discovered several elements, and formulated early atomic weight tables.
E554722 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: Jöns Jacob Berzelius | Statement: [Claude-Louis Berthollet, influenced, Jöns Jacob Berzelius]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jöns Jacob Berzelius
Context triple: [Claude-Louis Berthollet, influenced, Jöns Jacob Berzelius]
  • A. Berzelius
    Berzelius is one of Yale University's historic senior secret societies, known for its select membership and longstanding campus traditions.
  • B. Wilhelm Richter
    Wilhelm Richter was a German Wehrmacht general who commanded the 716th Infantry Division defending the Normandy coast during the Allied D-Day landings in World War II.
  • C. Friedrich Wöhler
    Friedrich Wöhler was a pioneering 19th-century German chemist best known for synthesizing urea from inorganic compounds, a landmark achievement that helped establish modern organic chemistry.
  • D. Claude-Louis Berthollet
    Claude-Louis Berthollet was a prominent French chemist of the late 18th and early 19th centuries, known for his contributions to chemical theory, bleaching agents, and his role in the development of modern chemistry.
  • E. Ernst Dobriner
    Ernst Dobriner was a German mathematician known for his academic role in early 20th-century mathematics, including supervising the doctoral work of Abraham Fraenkel.
  • 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: Jöns Jacob Berzelius
Triple: [Claude-Louis Berthollet, influenced, Jöns Jacob Berzelius]
Generated description
Jöns Jacob Berzelius was a pioneering Swedish chemist who helped establish modern chemical notation, discovered several elements, and formulated early atomic weight tables.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jöns Jacob Berzelius
Target entity description: Jöns Jacob Berzelius was a pioneering Swedish chemist who helped establish modern chemical notation, discovered several elements, and formulated early atomic weight tables.
  • A. Berzelius
    Berzelius is one of Yale University's historic senior secret societies, known for its select membership and longstanding campus traditions.
  • B. Wilhelm Richter
    Wilhelm Richter was a German Wehrmacht general who commanded the 716th Infantry Division defending the Normandy coast during the Allied D-Day landings in World War II.
  • C. Friedrich Wöhler
    Friedrich Wöhler was a pioneering 19th-century German chemist best known for synthesizing urea from inorganic compounds, a landmark achievement that helped establish modern organic chemistry.
  • D. Claude-Louis Berthollet
    Claude-Louis Berthollet was a prominent French chemist of the late 18th and early 19th centuries, known for his contributions to chemical theory, bleaching agents, and his role in the development of modern chemistry.
  • E. Ernst Dobriner
    Ernst Dobriner was a German mathematician known for his academic role in early 20th-century mathematics, including supervising the doctoral work of Abraham Fraenkel.
  • 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_69c0085864a88190a569c05ff7d65f29 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c037395a7c8190a44197a5415101f6 completed March 22, 2026, 6:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0b166b0bc8190a201899cf45a9b31 completed March 23, 2026, 3:20 a.m.
NEDg Description generation batch_69c0b27438a08190ab6b72c8fd682bf6 completed March 23, 2026, 3:24 a.m.
NED2 Entity disambiguation (via description) batch_69c0b309a70081908ad3e819879b17e4 completed March 23, 2026, 3:27 a.m.
Created at: March 22, 2026, 3:59 p.m.