Triple

T15479038
Position Surface form Disambiguated ID Type / Status
Subject Dorothy Moyle Needham E376863 entity
Predicate notableWork P4 FINISHED
Object Biochemistry of Muscle
*Biochemistry of Muscle* is a seminal scientific work that explores the chemical and molecular processes underlying muscle structure, function, and contraction.
E1159711 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 of Muscle | Statement: [Dorothy Moyle Needham, notableWork, Biochemistry of Muscle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Biochemistry of Muscle
Context triple: [Dorothy Moyle Needham, notableWork, Biochemistry of Muscle]
  • 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. 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.
  • C. 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.
  • D. Blood Muscle Skin & Bone
    Blood Muscle Skin & Bone is a track from Brandi Carlile’s album "The Firewatcher’s Daughter," showcasing her emotive vocals and introspective songwriting.
  • E. 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.
  • 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 of Muscle
Triple: [Dorothy Moyle Needham, notableWork, Biochemistry of Muscle]
Generated description
*Biochemistry of Muscle* is a seminal scientific work that explores the chemical and molecular processes underlying muscle structure, function, and contraction.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Biochemistry of Muscle
Target entity description: *Biochemistry of Muscle* is a seminal scientific work that explores the chemical and molecular processes underlying muscle structure, function, and contraction.
  • 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. 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.
  • C. 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.
  • D. Blood Muscle Skin & Bone
    Blood Muscle Skin & Bone is a track from Brandi Carlile’s album "The Firewatcher’s Daughter," showcasing her emotive vocals and introspective songwriting.
  • E. 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.
  • 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_69d85cd21dcc81908646251b1c26ea00 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03f8a77a081909f12f13660452f4a completed April 16, 2026, 1:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff2d0b3e7881908f195701fe222371 completed May 9, 2026, 12:48 p.m.
NEDg Description generation batch_69ff2e4010dc8190b0f81d03acf8ba41 completed May 9, 2026, 12:53 p.m.
NED2 Entity disambiguation (via description) batch_69ff310c2d5c819093295c45307176ec completed May 9, 2026, 1:05 p.m.
Created at: April 10, 2026, 3:34 a.m.