Triple

T863321
Position Surface form Disambiguated ID Type / Status
Subject Immanuel Nobel E18644 entity
Predicate fatherOf P120 FINISHED
Object Ludvig Nobel
Ludvig Nobel was a Swedish-Russian engineer, industrialist, and philanthropist who co-founded the Branobel oil company and played a major role in developing the Russian oil industry.
E107626 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: Ludvig Nobel | Statement: [Immanuel Nobel, fatherOf, Ludvig Nobel]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ludvig Nobel
Context triple: [Immanuel Nobel, fatherOf, Ludvig Nobel]
  • A. Immanuel Nobel
    Immanuel Nobel was a Swedish engineer, inventor, and industrialist known for his work in armaments and as the patriarch of the Nobel family.
  • B. Andriette Nobel
    Andriette Nobel was the mother of Alfred Nobel, the Swedish inventor, engineer, and founder of the Nobel Prizes.
  • C. Alfred Nobel
    Alfred Nobel was a Swedish chemist, engineer, and inventor of dynamite who used his fortune to establish the Nobel Prizes, among the world’s most prestigious awards for achievements in science, literature, and peace.
  • D. Robert Nobel
    Robert Nobel was a Swedish industrialist and businessman, best known for co-founding the Branobel oil company and helping to develop the oil industry in the Russian Empire.
  • E. Christian Bohr
    Christian Bohr was a Danish physician and physiologist best known for discovering the Bohr effect, which describes how carbon dioxide and pH influence hemoglobin’s affinity for oxygen.
  • 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: Ludvig Nobel
Triple: [Immanuel Nobel, fatherOf, Ludvig Nobel]
Generated description
Ludvig Nobel was a Swedish-Russian engineer, industrialist, and philanthropist who co-founded the Branobel oil company and played a major role in developing the Russian oil industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ludvig Nobel
Target entity description: Ludvig Nobel was a Swedish-Russian engineer, industrialist, and philanthropist who co-founded the Branobel oil company and played a major role in developing the Russian oil industry.
  • A. Immanuel Nobel
    Immanuel Nobel was a Swedish engineer, inventor, and industrialist known for his work in armaments and as the patriarch of the Nobel family.
  • B. Andriette Nobel
    Andriette Nobel was the mother of Alfred Nobel, the Swedish inventor, engineer, and founder of the Nobel Prizes.
  • C. Alfred Nobel
    Alfred Nobel was a Swedish chemist, engineer, and inventor of dynamite who used his fortune to establish the Nobel Prizes, among the world’s most prestigious awards for achievements in science, literature, and peace.
  • D. Robert Nobel
    Robert Nobel was a Swedish industrialist and businessman, best known for co-founding the Branobel oil company and helping to develop the oil industry in the Russian Empire.
  • E. Christian Bohr
    Christian Bohr was a Danish physician and physiologist best known for discovering the Bohr effect, which describes how carbon dioxide and pH influence hemoglobin’s affinity for oxygen.
  • 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_69a4938ce8688190a24bdfef82ba7d21 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4ac67d4d481909487d3edb3e46936 completed March 1, 2026, 9:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7c71702fc8190a143fe45b228ae24 completed March 4, 2026, 5:45 a.m.
NEDg Description generation batch_69a7ca67dbc88190b40fd74ad91a4bd6 completed March 4, 2026, 6 a.m.
NED2 Entity disambiguation (via description) batch_69a7cb0b497c8190926fce5cc5e99734 completed March 4, 2026, 6:02 a.m.
Created at: March 1, 2026, 7:39 p.m.