Triple

T801356
Position Surface form Disambiguated ID Type / Status
Subject University of Groningen E17133 entity
Predicate hasNotableAlumni P51 FINISHED
Object Ben Feringa
Ben Feringa is a Dutch chemist and Nobel laureate renowned for his pioneering work on molecular machines and asymmetric catalysis.
E104314 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: Ben Feringa | Statement: [University of Groningen, hasNotableAlumni, Ben Feringa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ben Feringa
Context triple: [University of Groningen, hasNotableAlumni, Ben Feringa]
  • A. Frances Arnold
    Frances Arnold is an American chemical engineer and Nobel laureate renowned for pioneering the directed evolution of enzymes, revolutionizing fields from green chemistry to biotechnology.
  • B. Albert Eschenmoser
    Albert Eschenmoser is a Swiss organic chemist renowned for his pioneering work on the structure and synthesis of vitamin B12 and for fundamental contributions to the understanding of organic reaction mechanisms and prebiotic chemistry.
  • C. K. Barry Sharpless
    K. Barry Sharpless is an American chemist renowned for his pioneering work in asymmetric synthesis and for co-founding the field of click chemistry, achievements that earned him multiple Nobel Prizes in Chemistry.
  • D. Jean-Marie Lehn
    Jean-Marie Lehn is a French chemist and Nobel laureate renowned as a founder of supramolecular chemistry for his pioneering work on molecular recognition and self-assembly.
  • E. Barry M. Trost
    Barry M. Trost is an American organic chemist renowned for pioneering the concept of atom economy and developing highly efficient catalytic reactions in synthetic chemistry.
  • 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: Ben Feringa
Triple: [University of Groningen, hasNotableAlumni, Ben Feringa]
Generated description
Ben Feringa is a Dutch chemist and Nobel laureate renowned for his pioneering work on molecular machines and asymmetric catalysis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ben Feringa
Target entity description: Ben Feringa is a Dutch chemist and Nobel laureate renowned for his pioneering work on molecular machines and asymmetric catalysis.
  • A. Frances Arnold
    Frances Arnold is an American chemical engineer and Nobel laureate renowned for pioneering the directed evolution of enzymes, revolutionizing fields from green chemistry to biotechnology.
  • B. Albert Eschenmoser
    Albert Eschenmoser is a Swiss organic chemist renowned for his pioneering work on the structure and synthesis of vitamin B12 and for fundamental contributions to the understanding of organic reaction mechanisms and prebiotic chemistry.
  • C. K. Barry Sharpless
    K. Barry Sharpless is an American chemist renowned for his pioneering work in asymmetric synthesis and for co-founding the field of click chemistry, achievements that earned him multiple Nobel Prizes in Chemistry.
  • D. Jean-Marie Lehn
    Jean-Marie Lehn is a French chemist and Nobel laureate renowned as a founder of supramolecular chemistry for his pioneering work on molecular recognition and self-assembly.
  • E. Barry M. Trost
    Barry M. Trost is an American organic chemist renowned for pioneering the concept of atom economy and developing highly efficient catalytic reactions in synthetic chemistry.
  • 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_69a49378b9c48190adbf5f62e5b7aca1 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a7cc75e88190bd35aabe51051b51 completed March 1, 2026, 8:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7b83f0fb4819097f29c9ab90cf1a8 completed March 4, 2026, 4:42 a.m.
NEDg Description generation batch_69a7bc1acf708190aa86cd5eca101966 completed March 4, 2026, 4:59 a.m.
NED2 Entity disambiguation (via description) batch_69a7bc96dd2881909310147292b99023 completed March 4, 2026, 5:01 a.m.
Created at: March 1, 2026, 7:38 p.m.