Triple

T22067536
Position Surface form Disambiguated ID Type / Status
Subject August Wilhelm von Hofmann E545313 entity
Predicate notableStudent P4838 FINISHED
Object Carl Liebermann
Carl Liebermann was a 19th-century German chemist known for his work on synthetic dyes and contributions to organic chemistry.
E1517142 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: Carl Liebermann | Statement: [August Wilhelm von Hofmann, notableStudent, Carl Liebermann]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Carl Liebermann
Context triple: [August Wilhelm von Hofmann, notableStudent, Carl Liebermann]
  • A. Edmond Schonberg
    Edmond Schonberg is a computer scientist and software engineer best known as a co-founder of AdaCore and a key contributor to the development and promotion of the Ada programming language and its tools.
  • B. Adolf Busch
    Adolf Busch was a renowned German violinist and chamber musician of the early 20th century, celebrated for his interpretations of the classical repertoire and his principled opposition to the Nazi regime.
  • C. Gustav Weiss
    Gustav Weiss is a relatively obscure individual whose name is noted primarily as a recorded bearer of the surname Weiss.
  • D. Carl Rosen
    Carl Rosen is a lyricist best known for writing the words to the song "Sunflower."
  • E. I. J. Schoenberg
    I. J. Schoenberg was a mathematician best known for his foundational work in approximation theory, spline functions, and the theory of positive definite functions.
  • 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: Carl Liebermann
Triple: [August Wilhelm von Hofmann, notableStudent, Carl Liebermann]
Generated description
Carl Liebermann was a 19th-century German chemist known for his work on synthetic dyes and contributions to organic chemistry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Carl Liebermann
Target entity description: Carl Liebermann was a 19th-century German chemist known for his work on synthetic dyes and contributions to organic chemistry.
  • A. Edmond Schonberg
    Edmond Schonberg is a computer scientist and software engineer best known as a co-founder of AdaCore and a key contributor to the development and promotion of the Ada programming language and its tools.
  • B. Adolf Busch
    Adolf Busch was a renowned German violinist and chamber musician of the early 20th century, celebrated for his interpretations of the classical repertoire and his principled opposition to the Nazi regime.
  • C. Gustav Weiss
    Gustav Weiss is a relatively obscure individual whose name is noted primarily as a recorded bearer of the surname Weiss.
  • D. Carl Rosen
    Carl Rosen is a lyricist best known for writing the words to the song "Sunflower."
  • E. I. J. Schoenberg
    I. J. Schoenberg was a mathematician best known for his foundational work in approximation theory, spline functions, and the theory of positive definite functions.
  • 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_69e11e344dfc81909b1d88a7221329c7 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f12884937c819095d3af69123fa2cb completed April 28, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a80af70208190b13181f4be83f876 completed May 18, 2026, 2:59 a.m.
NEDg Description generation batch_6a0a8187516481909d8075dfc025614e completed May 18, 2026, 3:03 a.m.
NED2 Entity disambiguation (via description) batch_6a0a826075988190a7148ded16f779c0 completed May 18, 2026, 3:07 a.m.
Created at: April 16, 2026, 8:27 p.m.