Triple

T2999797
Position Surface form Disambiguated ID Type / Status
Subject Wilhelm Maybach E81157 entity
Predicate spouse P13 FINISHED
Object Bertha Maybach
Bertha Maybach was the wife of German engineer and automobile pioneer Wilhelm Maybach, associated with the early history of the automotive industry.
E321774 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: Bertha Maybach | Statement: [Wilhelm Maybach, spouse, Bertha Maybach]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bertha Maybach
Context triple: [Wilhelm Maybach, spouse, Bertha Maybach]
  • A. Klaus Daimler
    Klaus Daimler is a devoted and slightly awkward German first mate on Steve Zissou’s research vessel in the film "The Life Aquatic with Steve Zissou," known for his loyalty, insecurity, and deadpan humor.
  • B. Bertha Benz
    Bertha Benz was a German automotive pioneer best known for undertaking the first long-distance automobile journey in 1888, which proved the practicality of her husband Karl Benz’s invention and helped launch the modern car industry.
  • C. August Horch
    August Horch was a pioneering German engineer and automobile entrepreneur who founded both Horch and the company that later became Audi.
  • D. Wilhelm Maybach
    Wilhelm Maybach was a pioneering German engineer and industrialist best known for developing early high-performance automobile engines and co-founding the company that became Mercedes-Benz.
  • E. Eugen Benz
    Eugen Benz was one of the sons of automobile pioneer Karl Benz and a member of the family associated with the early development of the automotive industry.
  • 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: Bertha Maybach
Triple: [Wilhelm Maybach, spouse, Bertha Maybach]
Generated description
Bertha Maybach was the wife of German engineer and automobile pioneer Wilhelm Maybach, associated with the early history of the automotive industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bertha Maybach
Target entity description: Bertha Maybach was the wife of German engineer and automobile pioneer Wilhelm Maybach, associated with the early history of the automotive industry.
  • A. Klaus Daimler
    Klaus Daimler is a devoted and slightly awkward German first mate on Steve Zissou’s research vessel in the film "The Life Aquatic with Steve Zissou," known for his loyalty, insecurity, and deadpan humor.
  • B. Bertha Benz
    Bertha Benz was a German automotive pioneer best known for undertaking the first long-distance automobile journey in 1888, which proved the practicality of her husband Karl Benz’s invention and helped launch the modern car industry.
  • C. August Horch
    August Horch was a pioneering German engineer and automobile entrepreneur who founded both Horch and the company that later became Audi.
  • D. Wilhelm Maybach
    Wilhelm Maybach was a pioneering German engineer and industrialist best known for developing early high-performance automobile engines and co-founding the company that became Mercedes-Benz.
  • E. Eugen Benz
    Eugen Benz was one of the sons of automobile pioneer Karl Benz and a member of the family associated with the early development of the automotive industry.
  • 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_69ad8b187fc8819085914d3c9ea3142d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad99f8eb248190b50fd539a06a5a62 completed March 8, 2026, 3:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1dea057a48190a7911d8d6046dd3d completed March 11, 2026, 9:29 p.m.
NEDg Description generation batch_69b1e6b8848481908871662d94f866c1 completed March 11, 2026, 10:03 p.m.
NED2 Entity disambiguation (via description) batch_69b1e6fee8148190b9f241aa52198432 completed March 11, 2026, 10:04 p.m.
Created at: March 8, 2026, 2:59 p.m.