Triple

T17040744
Position Surface form Disambiguated ID Type / Status
Subject Springer Nature Experiments E413439 entity
Predicate includesContentFrom P22683 FINISHED
Object Methods in Molecular Biology
Methods in Molecular Biology is a long-running book series of peer-reviewed laboratory protocols and methodologies in the life sciences, published by Springer.
 E1247499 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: Methods in Molecular Biology | Statement: [Springer Nature Experiments, includesContentFrom, Methods in Molecular Biology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Methods in Molecular Biology
Context triple: [Springer Nature Experiments, includesContentFrom, Methods in Molecular Biology]
  • A. Molecular Biology of the Cell
    Molecular Biology of the Cell is a widely used, authoritative textbook that provides a comprehensive introduction to the fundamental concepts and mechanisms of modern cell biology.
  • B. Molecular Biology of the Cell
    Molecular Biology of the Cell is a leading peer-reviewed scientific journal that publishes research and reviews in cell biology and related molecular life sciences.
  • C. Bioscience Reports
    Bioscience Reports is a peer-reviewed scientific journal focusing on molecular and cellular biosciences, published by the Biochemical Society.
  • D. Journal of Molecular Biology
    The Journal of Molecular Biology is a leading peer-reviewed scientific journal that publishes research on the molecular mechanisms underlying biological processes.
  • E. Molecules and Medicine
    Molecules and Medicine is a book that explores the chemical structures, design, and mechanisms of important pharmaceutical drugs and their impact on human health.
  • 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: Methods in Molecular Biology
Triple: [Springer Nature Experiments, includesContentFrom, Methods in Molecular Biology]
Generated description
Methods in Molecular Biology is a long-running book series of peer-reviewed laboratory protocols and methodologies in the life sciences, published by Springer.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Methods in Molecular Biology
Target entity description: Methods in Molecular Biology is a long-running book series of peer-reviewed laboratory protocols and methodologies in the life sciences, published by Springer.
  • A. Molecular Biology of the Cell
    Molecular Biology of the Cell is a widely used, authoritative textbook that provides a comprehensive introduction to the fundamental concepts and mechanisms of modern cell biology.
  • B. Molecular Biology of the Cell
    Molecular Biology of the Cell is a leading peer-reviewed scientific journal that publishes research and reviews in cell biology and related molecular life sciences.
  • C. Bioscience Reports
    Bioscience Reports is a peer-reviewed scientific journal focusing on molecular and cellular biosciences, published by the Biochemical Society.
  • D. Journal of Molecular Biology
    The Journal of Molecular Biology is a leading peer-reviewed scientific journal that publishes research on the molecular mechanisms underlying biological processes.
  • E. Molecules and Medicine
    Molecules and Medicine is a book that explores the chemical structures, design, and mechanisms of important pharmaceutical drugs and their impact on human health.
  • 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_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.