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.