Triple

T3186921
Position Surface form Disambiguated ID Type / Status
Subject Technion – Israel Institute of Technology E66719 entity
Predicate hasNotableAlumni P51 FINISHED
Object Arieh Warshel
Arieh Warshel is an Israeli-American biochemist and Nobel laureate renowned for his pioneering work in computational chemistry and the development of multiscale models for complex chemical systems.
 E334923 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: Arieh Warshel | Statement: [Technion – Israel Institute of Technology, hasNotableAlumni, Arieh Warshel]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arieh Warshel
Context triple: [Technion – Israel Institute of Technology, hasNotableAlumni, Arieh Warshel]
  • A. Martin Karplus
    Martin Karplus is a theoretical chemist and Nobel laureate renowned for his pioneering work in developing multiscale models for complex chemical systems.
  • B. Kurt Wüthrich
    Kurt Wüthrich is a Swiss chemist and Nobel laureate renowned for pioneering the use of nuclear magnetic resonance (NMR) spectroscopy to determine the three-dimensional structures of biological macromolecules.
  • C. Dudley R. Herschbach
    Dudley R. Herschbach is an American chemist and Nobel laureate renowned for his pioneering work in molecular beam experiments that advanced the understanding of chemical reaction dynamics.
  • D. Roald Hoffmann
    Roald Hoffmann is a Polish-American theoretical chemist and Nobel laureate renowned for his work on the electronic structure of molecules and the development of the Woodward–Hoffmann rules.
  • E. Derek H. R. Barton
    Derek H. R. Barton was a Nobel Prize–winning British chemist renowned for his pioneering work in conformational analysis and major contributions to organic 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: Arieh Warshel
Triple: [Technion – Israel Institute of Technology, hasNotableAlumni, Arieh Warshel]
Generated description
Arieh Warshel is an Israeli-American biochemist and Nobel laureate renowned for his pioneering work in computational chemistry and the development of multiscale models for complex chemical systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arieh Warshel
Target entity description: Arieh Warshel is an Israeli-American biochemist and Nobel laureate renowned for his pioneering work in computational chemistry and the development of multiscale models for complex chemical systems.
  • A. Martin Karplus
    Martin Karplus is a theoretical chemist and Nobel laureate renowned for his pioneering work in developing multiscale models for complex chemical systems.
  • B. Kurt Wüthrich
    Kurt Wüthrich is a Swiss chemist and Nobel laureate renowned for pioneering the use of nuclear magnetic resonance (NMR) spectroscopy to determine the three-dimensional structures of biological macromolecules.
  • C. Dudley R. Herschbach
    Dudley R. Herschbach is an American chemist and Nobel laureate renowned for his pioneering work in molecular beam experiments that advanced the understanding of chemical reaction dynamics.
  • D. Roald Hoffmann
    Roald Hoffmann is a Polish-American theoretical chemist and Nobel laureate renowned for his work on the electronic structure of molecules and the development of the Woodward–Hoffmann rules.
  • E. Derek H. R. Barton
    Derek H. R. Barton was a Nobel Prize–winning British chemist renowned for his pioneering work in conformational analysis and major contributions to organic 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_69ad8587c1bc8190a2595f2c22ee1001 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada6c32ce88190a231be18d38ec5ba completed March 8, 2026, 4:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69b24b8285388190bc47264bd1028ab3 completed March 12, 2026, 5:13 a.m.
NEDg Description generation batch_69b24c9f4488819096b33baa4f35deaa completed March 12, 2026, 5:18 a.m.
NED2 Entity disambiguation (via description) batch_69b24d4f4b1c819094d2073c9889fecf completed March 12, 2026, 5:21 a.m.
Created at: March 8, 2026, 3:06 p.m.