Triple

T17040742
Position Surface form Disambiguated ID Type / Status
Subject Springer Nature Experiments E413439 entity
Predicate includesContentFrom P22683 FINISHED
Object SpringerProtocols
SpringerProtocols is an online collection of peer-reviewed, step-by-step laboratory protocols in the life and biomedical sciences, originally published by Springer.
E413439 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: SpringerProtocols | Statement: [Springer Nature Experiments, includesContentFrom, SpringerProtocols]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: SpringerProtocols
Context triple: [Springer Nature Experiments, includesContentFrom, SpringerProtocols]
  • A. Springer Nature Experiments
    Springer Nature Experiments is an online platform by Springer Nature that provides curated, searchable experimental protocols and methods for researchers in the life and physical sciences.
  • B. Fundamentals of Biochemistry (textbook)
    Fundamentals of Biochemistry is a widely used introductory biochemistry textbook that presents core biochemical principles with an emphasis on molecular structure, function, and metabolism for undergraduate and graduate students.
  • C. Introduction à l'étude de la médecine expérimentale
    Introduction à l'étude de la médecine expérimentale is a foundational 1865 treatise in which physiologist Claude Bernard systematically defines the principles and methods of experimental medicine and scientific inquiry in biology.
  • D. Bioscience Reports
    Bioscience Reports is a peer-reviewed scientific journal focusing on molecular and cellular biosciences, published by the Biochemical Society.
  • E. Essays in Biochemistry
    Essays in Biochemistry is a peer-reviewed review journal that publishes concise, authoritative overviews of current topics in biochemistry and molecular biology.
  • 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: SpringerProtocols
Triple: [Springer Nature Experiments, includesContentFrom, SpringerProtocols]
Generated description
SpringerProtocols is an online collection of peer-reviewed, step-by-step laboratory protocols in the life and biomedical sciences, originally published by Springer.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: SpringerProtocols
Target entity description: SpringerProtocols is an online collection of peer-reviewed, step-by-step laboratory protocols in the life and biomedical sciences, originally published by Springer.
  • A. Springer Nature Experiments chosen
    Springer Nature Experiments is an online platform by Springer Nature that provides curated, searchable experimental protocols and methods for researchers in the life and physical sciences.
  • B. Fundamentals of Biochemistry (textbook)
    Fundamentals of Biochemistry is a widely used introductory biochemistry textbook that presents core biochemical principles with an emphasis on molecular structure, function, and metabolism for undergraduate and graduate students.
  • C. Introduction à l'étude de la médecine expérimentale
    Introduction à l'étude de la médecine expérimentale is a foundational 1865 treatise in which physiologist Claude Bernard systematically defines the principles and methods of experimental medicine and scientific inquiry in biology.
  • D. Bioscience Reports
    Bioscience Reports is a peer-reviewed scientific journal focusing on molecular and cellular biosciences, published by the Biochemical Society.
  • E. Essays in Biochemistry
    Essays in Biochemistry is a peer-reviewed review journal that publishes concise, authoritative overviews of current topics in biochemistry and molecular biology.
  • F. None of above.

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_69d886cd18288190b006abab23f811b7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d8f6a0c08190a838279b83b55b72 completed April 18, 2026, 7:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a012338a95c8190951db96209edb61a completed May 11, 2026, 12:30 a.m.
NEDg Description generation batch_6a01241510048190ae1c459873f8a587 completed May 11, 2026, 12:34 a.m.
NED2 Entity disambiguation (via description) batch_6a0124e389908190b2ee3121be2c9383 completed May 11, 2026, 12:37 a.m.
Created at: April 10, 2026, 5:33 a.m.