Triple

T8105833
Position Surface form Disambiguated ID Type / Status
Subject César Milstein E189222 entity
Predicate NobelPrizeSharedWith P1859 FINISHED
Object Georges J. F. Köhler
Georges J. F. Köhler was a German immunologist best known for co-developing the hybridoma technique for producing monoclonal antibodies, work that earned him a share of the Nobel Prize in Physiology or Medicine.
E715579 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: Georges J. F. Köhler | Statement: [César Milstein, NobelPrizeSharedWith, Georges J. F. Köhler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Georges J. F. Köhler
Context triple: [César Milstein, NobelPrizeSharedWith, Georges J. F. Köhler]
  • A. César Milstein
    César Milstein was an Argentine biochemist and Nobel Prize laureate renowned for co-developing the hybridoma technique for producing monoclonal antibodies, revolutionizing immunology and medical diagnostics.
  • B. Grigori N. Milstein
    Grigori N. Milstein is a mathematician known for his influential contributions to numerical analysis of stochastic differential equations, including the development of the Milstein method.
  • C. Rolf Zinkernagel
    Rolf Zinkernagel is a Swiss immunologist and Nobel Prize laureate renowned for his discovery of how the immune system recognizes virus-infected cells.
  • D. Niels K. Jerne
    Niels K. Jerne was a Danish immunologist and Nobel laureate renowned for his pioneering theoretical work on the immune system, including the network theory of immune regulation.
  • E. Renato Dulbecco
    Renato Dulbecco was an Italian virologist and Nobel Prize laureate renowned for his pioneering work on the interaction between viruses and the genetic material of cells, which advanced the understanding of cancer.
  • 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: Georges J. F. Köhler
Triple: [César Milstein, NobelPrizeSharedWith, Georges J. F. Köhler]
Generated description
Georges J. F. Köhler was a German immunologist best known for co-developing the hybridoma technique for producing monoclonal antibodies, work that earned him a share of the Nobel Prize in Physiology or Medicine.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Georges J. F. Köhler
Target entity description: Georges J. F. Köhler was a German immunologist best known for co-developing the hybridoma technique for producing monoclonal antibodies, work that earned him a share of the Nobel Prize in Physiology or Medicine.
  • A. César Milstein
    César Milstein was an Argentine biochemist and Nobel Prize laureate renowned for co-developing the hybridoma technique for producing monoclonal antibodies, revolutionizing immunology and medical diagnostics.
  • B. Grigori N. Milstein
    Grigori N. Milstein is a mathematician known for his influential contributions to numerical analysis of stochastic differential equations, including the development of the Milstein method.
  • C. Rolf Zinkernagel
    Rolf Zinkernagel is a Swiss immunologist and Nobel Prize laureate renowned for his discovery of how the immune system recognizes virus-infected cells.
  • D. Niels K. Jerne
    Niels K. Jerne was a Danish immunologist and Nobel laureate renowned for his pioneering theoretical work on the immune system, including the network theory of immune regulation.
  • E. Renato Dulbecco
    Renato Dulbecco was an Italian virologist and Nobel Prize laureate renowned for his pioneering work on the interaction between viruses and the genetic material of cells, which advanced the understanding of cancer.
  • 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_69ca82b9d5848190a24672775d5c5011 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb42f735c8819090d0d822644c0a51 completed March 31, 2026, 3:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccbe8e3fc88190aaf3bbfa54f4c8ec completed April 1, 2026, 6:43 a.m.
NEDg Description generation batch_69ccc37113108190901b02fae92764cf completed April 1, 2026, 7:04 a.m.
NED2 Entity disambiguation (via description) batch_69ccd7eca618819081e0c5452c8b1960 completed April 1, 2026, 8:31 a.m.
Created at: March 30, 2026, 5:31 p.m.