Triple
T756237
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ruth Benedict |
E15562
|
entity |
| Predicate | authorOf |
P4244
|
FINISHED |
| Object |
Race: Science and Politics
Race: Science and Politics is a mid-20th-century work of cultural anthropology that critiques scientific racism and argues that race is a social, not biological, construct.
|
E90371
|
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: Race: Science and Politics | Statement: [Ruth Benedict, authorOf, Race: Science and Politics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Race: Science and Politics Context triple: [Ruth Benedict, authorOf, Race: Science and Politics]
-
A.
The Art and Politics of Science
The Art and Politics of Science is a memoir by Nobel Prize–winning scientist Harold Varmus that reflects on his life in research and his influential roles in science policy and leadership.
-
B.
The Future of Eugenics
"The Future of Eugenics" is a work by Leonard Darwin that explores and advocates for the application of early 20th-century eugenic ideas to social policy and human heredity.
-
C.
The Blank Slate
The Blank Slate is a book by Steven Pinker that critiques the notion of human minds as entirely shaped by environment and argues for the significant role of innate human nature, making it a foundational text in evolutionary psychology debates.
-
D.
Caste: The Origins of Our Discontents
Caste: The Origins of Our Discontents is a nonfiction book by Isabel Wilkerson that examines the hidden caste systems shaping social hierarchy and inequality in the United States and around the world.
-
E.
The Need for Eugenic Reform
The Need for Eugenic Reform is an early 20th-century book by Leonard Darwin advocating for the application of eugenic principles to social and public policy.
- 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: Race: Science and Politics Triple: [Ruth Benedict, authorOf, Race: Science and Politics]
Generated description
Race: Science and Politics is a mid-20th-century work of cultural anthropology that critiques scientific racism and argues that race is a social, not biological, construct.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Race: Science and Politics Target entity description: Race: Science and Politics is a mid-20th-century work of cultural anthropology that critiques scientific racism and argues that race is a social, not biological, construct.
-
A.
The Art and Politics of Science
The Art and Politics of Science is a memoir by Nobel Prize–winning scientist Harold Varmus that reflects on his life in research and his influential roles in science policy and leadership.
-
B.
The Future of Eugenics
"The Future of Eugenics" is a work by Leonard Darwin that explores and advocates for the application of early 20th-century eugenic ideas to social policy and human heredity.
-
C.
The Blank Slate
The Blank Slate is a book by Steven Pinker that critiques the notion of human minds as entirely shaped by environment and argues for the significant role of innate human nature, making it a foundational text in evolutionary psychology debates.
-
D.
Caste: The Origins of Our Discontents
Caste: The Origins of Our Discontents is a nonfiction book by Isabel Wilkerson that examines the hidden caste systems shaping social hierarchy and inequality in the United States and around the world.
-
E.
The Need for Eugenic Reform
The Need for Eugenic Reform is an early 20th-century book by Leonard Darwin advocating for the application of eugenic principles to social and public policy.
- 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_69a493599a0081908da65f3407af1ef2 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a6693cbc8190a167e12a896d7ce7 |
completed | March 1, 2026, 8:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a65e426adc8190b7fa65aeacf8737f |
completed | March 3, 2026, 4:06 a.m. |
| NEDg | Description generation | batch_69a65fea3b0c819089690f928bbe7bbd |
completed | March 3, 2026, 4:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a660290dc881908130db992636fa57 |
completed | March 3, 2026, 4:14 a.m. |
Created at: March 1, 2026, 7:37 p.m.