Triple

T16553686
Position Surface form Disambiguated ID Type / Status
Subject Biochemistry (textbook) E402135 entity
Predicate hasCompanionWork P922 FINISHED
Object 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.
E1220537 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: Fundamentals of Biochemistry (textbook) | Statement: [Biochemistry (textbook), hasCompanionWork, Fundamentals of Biochemistry (textbook)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fundamentals of Biochemistry (textbook)
Context triple: [Biochemistry (textbook), hasCompanionWork, Fundamentals of Biochemistry (textbook)]
  • A. Biochemistry (textbook)
    Biochemistry is a widely used, comprehensive university-level textbook by Donald Voet (often with co-authors) that provides an in-depth exploration of the molecular basis of biological processes.
  • B. Molecular Biology of the Gene
    Molecular Biology of the Gene is a landmark molecular biology textbook, co-authored by James Watson, that helped define and systematize modern understanding of DNA structure, gene function, and genetic regulation.
  • C. Biochemistry of Muscle (book)
    Biochemistry of Muscle is a scientific monograph by Dorothy Moyle Needham that provides a comprehensive analysis of the chemical and molecular processes underlying muscle function and contraction.
  • D. 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.
  • E. The Principles of Biology
    The Principles of Biology is a foundational 19th-century work by Herbert Spencer that applies evolutionary theory and systematic philosophical reasoning to explain the laws and processes of life.
  • 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: Fundamentals of Biochemistry (textbook)
Triple: [Biochemistry (textbook), hasCompanionWork, Fundamentals of Biochemistry (textbook)]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fundamentals of Biochemistry (textbook)
Target entity description: 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.
  • A. Biochemistry (textbook)
    Biochemistry is a widely used, comprehensive university-level textbook by Donald Voet (often with co-authors) that provides an in-depth exploration of the molecular basis of biological processes.
  • B. Molecular Biology of the Gene
    Molecular Biology of the Gene is a landmark molecular biology textbook, co-authored by James Watson, that helped define and systematize modern understanding of DNA structure, gene function, and genetic regulation.
  • C. Biochemistry of Muscle (book)
    Biochemistry of Muscle is a scientific monograph by Dorothy Moyle Needham that provides a comprehensive analysis of the chemical and molecular processes underlying muscle function and contraction.
  • D. 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.
  • E. The Principles of Biology
    The Principles of Biology is a foundational 19th-century work by Herbert Spencer that applies evolutionary theory and systematic philosophical reasoning to explain the laws and processes of life.
  • 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_69d88384bc30819084229e7dcdc39a41 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e34fc737ac8190b755e2a39b6ef32b completed April 18, 2026, 9:32 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0067b87b608190950b8f14e6aceed3 completed May 10, 2026, 11:10 a.m.
NEDg Description generation batch_6a00686f87408190b7d8a41cd54735d8 completed May 10, 2026, 11:13 a.m.
NED2 Entity disambiguation (via description) batch_6a006b6edd7081908730363b267253dd completed May 10, 2026, 11:26 a.m.
Created at: April 10, 2026, 5:15 a.m.