Triple
T3670864
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Joseph Needham |
E77874
|
entity |
| Predicate | authorOf |
P4244
|
FINISHED |
| Object |
Chemical Embryology
Chemical Embryology is a seminal early 20th-century work that explores the biochemical and physiological processes underlying embryonic development.
|
E376861
|
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: Chemical Embryology | Statement: [Joseph Needham, authorOf, Chemical Embryology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chemical Embryology Context triple: [Joseph Needham, authorOf, Chemical Embryology]
-
A.
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.
-
B.
Division of Biological Chemistry
The Division of Biological Chemistry is a specialized unit of the American Chemical Society that focuses on advancing research and education at the interface of chemistry and the biological sciences.
-
C.
Some contributions to invertebrate physiology
"Some Contributions to Invertebrate Physiology" is a scientific work by zoologist George Philip Wells that presents research and insights into the functional biology of invertebrate animals.
-
D.
Department of Anatomy and Cell Biology
The Department of Anatomy and Cell Biology is an academic unit at McGill University specializing in teaching and research on the structure, function, and development of cells, tissues, and organisms.
-
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: Chemical Embryology Triple: [Joseph Needham, authorOf, Chemical Embryology]
Generated description
Chemical Embryology is a seminal early 20th-century work that explores the biochemical and physiological processes underlying embryonic development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chemical Embryology Target entity description: Chemical Embryology is a seminal early 20th-century work that explores the biochemical and physiological processes underlying embryonic development.
-
A.
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.
-
B.
Division of Biological Chemistry
The Division of Biological Chemistry is a specialized unit of the American Chemical Society that focuses on advancing research and education at the interface of chemistry and the biological sciences.
-
C.
Some contributions to invertebrate physiology
"Some Contributions to Invertebrate Physiology" is a scientific work by zoologist George Philip Wells that presents research and insights into the functional biology of invertebrate animals.
-
D.
Department of Anatomy and Cell Biology
The Department of Anatomy and Cell Biology is an academic unit at McGill University specializing in teaching and research on the structure, function, and development of cells, tissues, and organisms.
-
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_69ad85e083008190b2e1b7085fe500bd |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc42c96648190abbd5d23b25d6a6b |
completed | March 8, 2026, 6:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b48850515c8190bdb9ddcfc0a13f4e |
completed | March 13, 2026, 9:57 p.m. |
| NEDg | Description generation | batch_69b48b55ad8081909166e7418cdf0f06 |
completed | March 13, 2026, 10:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b48e1ff9fc8190bb2559b9e55ea2b8 |
completed | March 13, 2026, 10:22 p.m. |
Created at: March 8, 2026, 3:25 p.m.