Triple

T4597579
Position Surface form Disambiguated ID Type / Status
Subject Lorentz–Lorenz equation E100241 entity
Predicate namedAfter P63 FINISHED
Object Ludwig Lorenz
Ludwig Lorenz was a 19th-century Danish physicist known for his work in electromagnetism and optics, including formulating the Lorenz gauge condition and contributing to the Lorentz–Lorenz relation.
E642483 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: Ludwig Lorenz | Statement: [Lorentz–Lorenz equation, namedAfter, Ludwig Lorenz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ludwig Lorenz
Context triple: [Lorentz–Lorenz equation, namedAfter, Ludwig Lorenz]
  • A. Ludwig Geiger
    Ludwig Geiger was a German historian and literary scholar known for his work on German humanism and the Reformation.
  • B. Ludwig Lange
    Ludwig Lange was a 19th-century German architect known for his neoclassical designs and influential work on major public buildings in Europe.
  • C. Ludwig Borchardt
    Ludwig Borchardt was a German Egyptologist and archaeologist best known for his early 20th-century excavations in Egypt and the discovery of the bust of Nefertiti.
  • D. Philipp Ludwig von Seidel
    Philipp Ludwig von Seidel was a 19th-century German mathematician known for his contributions to numerical analysis and optics, including work that led to the Gauss–Seidel iterative method.
  • E. Friedrich Wilhelm Unger
    Friedrich Wilhelm Unger was a German scholar and translator known for his contributions to classical philology and the study of ancient Greek literature.
  • 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: Ludwig Lorenz
Triple: [Lorentz–Lorenz equation, namedAfter, Ludwig Lorenz]
Generated description
Ludwig Lorenz was a 19th-century Danish physicist known for his work in electromagnetism and optics, including formulating the Lorenz gauge condition and contributing to the Lorentz–Lorenz relation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ludwig Lorenz
Target entity description: Ludwig Lorenz was a 19th-century Danish physicist known for his work in electromagnetism and optics, including formulating the Lorenz gauge condition and contributing to the Lorentz–Lorenz relation.
  • A. Ludwig Geiger
    Ludwig Geiger was a German historian and literary scholar known for his work on German humanism and the Reformation.
  • B. Ludwig Lange
    Ludwig Lange was a 19th-century German architect known for his neoclassical designs and influential work on major public buildings in Europe.
  • C. Ludwig Borchardt
    Ludwig Borchardt was a German Egyptologist and archaeologist best known for his early 20th-century excavations in Egypt and the discovery of the bust of Nefertiti.
  • D. Philipp Ludwig von Seidel
    Philipp Ludwig von Seidel was a 19th-century German mathematician known for his contributions to numerical analysis and optics, including work that led to the Gauss–Seidel iterative method.
  • E. Friedrich Wilhelm Unger
    Friedrich Wilhelm Unger was a German scholar and translator known for his contributions to classical philology and the study of ancient Greek literature.
  • 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_69bd43cbc014819098b45f435908f88a completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd59420c108190b5c2c5039e964da5 completed March 20, 2026, 2:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69c79c6a0fdc8190be37008d4f036e51 completed March 28, 2026, 9:16 a.m.
NEDg Description generation batch_69c79e48056081909eac95bf6ebdb209 completed March 28, 2026, 9:24 a.m.
NED2 Entity disambiguation (via description) batch_69c79f0b2a6c819091a2d72942f8f8c5 completed March 28, 2026, 9:27 a.m.
Created at: March 20, 2026, 1:11 p.m.