Triple

T3959505
Position Surface form Disambiguated ID Type / Status
Subject Donald Voet E85865 entity
Predicate notableWork P4 FINISHED
Object 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.
 E402135 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: Biochemistry (textbook) | Statement: [Donald Voet, notableWork, Biochemistry (textbook)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Biochemistry (textbook)
Context triple: [Donald Voet, notableWork, Biochemistry (textbook)]
  • A. GRE Biochemistry, Cell and Molecular Biology Test
    The GRE Biochemistry, Cell and Molecular Biology Test is a standardized, subject-specific exam that assesses graduate-school applicants’ knowledge in biochemistry, cell biology, and molecular biology.
  • B. Chemical and Physical Foundations of Biological Systems
    Chemical and Physical Foundations of Biological Systems is a section of the MCAT that tests understanding of basic chemistry, physics, and related sciences as they apply to biological and medical contexts.
  • C. 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.
  • D. Division of Biochemistry
    The Division of Biochemistry is a research and academic unit of the Indian Agricultural Research Institute focused on biochemical studies related to agriculture, crops, and plant sciences.
  • E. Biological and Biochemical Foundations of Living Systems
    Biological and Biochemical Foundations of Living Systems is an MCAT exam section that tests understanding of biology and biochemistry concepts as they relate to the processes and functions of living organisms.
  • 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: Biochemistry (textbook)
Triple: [Donald Voet, notableWork, Biochemistry (textbook)]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Biochemistry (textbook)
Target entity description: 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.
  • A. GRE Biochemistry, Cell and Molecular Biology Test
    The GRE Biochemistry, Cell and Molecular Biology Test is a standardized, subject-specific exam that assesses graduate-school applicants’ knowledge in biochemistry, cell biology, and molecular biology.
  • B. Chemical and Physical Foundations of Biological Systems
    Chemical and Physical Foundations of Biological Systems is a section of the MCAT that tests understanding of basic chemistry, physics, and related sciences as they apply to biological and medical contexts.
  • C. 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.
  • D. Division of Biochemistry
    The Division of Biochemistry is a research and academic unit of the Indian Agricultural Research Institute focused on biochemical studies related to agriculture, crops, and plant sciences.
  • E. Biological and Biochemical Foundations of Living Systems
    Biological and Biochemical Foundations of Living Systems is an MCAT exam section that tests understanding of biology and biochemistry concepts as they relate to the processes and functions of living organisms.
  • 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_69aed93a96908190bcbdbfa718f155bd completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aef95ef8988190ba504cdfc217c4fa completed March 9, 2026, 4:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69b533b57ad08190972d385a133c73b8 completed March 14, 2026, 10:08 a.m.
NEDg Description generation batch_69b534b3596c819088812b5835512c05 completed March 14, 2026, 10:13 a.m.
NED2 Entity disambiguation (via description) batch_69b5354ce29481909af8f0a216c3e643 completed March 14, 2026, 10:15 a.m.
Created at: March 9, 2026, 3:31 p.m.