Triple

T1875360
Position Surface form Disambiguated ID Type / Status
Subject Krafft E39130 entity
Predicate hasNotableBearer P458 FINISHED
Object Friedrich Krafft
Friedrich Krafft was a German chemist known for his work in organic chemistry and for the Krafft point concept related to the solubility of surfactants.
E239888 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: Friedrich Krafft | Statement: [Krafft, hasNotableBearer, Friedrich Krafft]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Friedrich Krafft
Context triple: [Krafft, hasNotableBearer, Friedrich Krafft]
  • A. Eduard Gerhard
    Eduard Gerhard was a pioneering 19th-century German classical archaeologist known for his systematic study of ancient Greek vases and for helping establish archaeology as a rigorous academic discipline.
  • B. Georg von Küchler
    Georg von Küchler was a German field marshal in the Wehrmacht during World War II, known for commanding Army Group North on the Eastern Front.
  • C. Friedrich von Gärtner
    Friedrich von Gärtner was a 19th-century German architect known for his significant contributions to neoclassical architecture, particularly in Munich and in the design of major public buildings in Greece.
  • D. Friedrich Reinhold Kreutzwald
    Friedrich Reinhold Kreutzwald was a 19th-century Estonian writer and physician best known as the author of the Estonian national epic "Kalevipoeg."
  • E. Friedrich Wiese
    Friedrich Wiese was a German Wehrmacht general during World War II who commanded German forces in southern France, including during the Allied invasion known as Operation Dragoon.
  • 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: Friedrich Krafft
Triple: [Krafft, hasNotableBearer, Friedrich Krafft]
Generated description
Friedrich Krafft was a German chemist known for his work in organic chemistry and for the Krafft point concept related to the solubility of surfactants.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Friedrich Krafft
Target entity description: Friedrich Krafft was a German chemist known for his work in organic chemistry and for the Krafft point concept related to the solubility of surfactants.
  • A. Eduard Gerhard
    Eduard Gerhard was a pioneering 19th-century German classical archaeologist known for his systematic study of ancient Greek vases and for helping establish archaeology as a rigorous academic discipline.
  • B. Georg von Küchler
    Georg von Küchler was a German field marshal in the Wehrmacht during World War II, known for commanding Army Group North on the Eastern Front.
  • C. Friedrich von Gärtner
    Friedrich von Gärtner was a 19th-century German architect known for his significant contributions to neoclassical architecture, particularly in Munich and in the design of major public buildings in Greece.
  • D. Friedrich Reinhold Kreutzwald
    Friedrich Reinhold Kreutzwald was a 19th-century Estonian writer and physician best known as the author of the Estonian national epic "Kalevipoeg."
  • E. Friedrich Wiese
    Friedrich Wiese was a German Wehrmacht general during World War II who commanded German forces in southern France, including during the Allied invasion known as Operation Dragoon.
  • 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_69a8862f7074819096afe7fe65e179e9 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb0d7934c8190a2919efbb1e86755 completed March 7, 2026, 5 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae58b843a081908c49ebb944d872d6 completed March 9, 2026, 5:20 a.m.
NEDg Description generation batch_69ae599c6b288190b7e173ffc505c605 completed March 9, 2026, 5:24 a.m.
NED2 Entity disambiguation (via description) batch_69ae5a42675c8190a019034e8a6bda21 completed March 9, 2026, 5:27 a.m.
Created at: March 4, 2026, 7:34 p.m.