Triple

T677187

Position	Surface form	Disambiguated ID	Type / Status
Subject	Leonard Darwin	`E13102`	entity
Predicate	notableWork	`P4`	FINISHED
Object	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.	`E86096`	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: The Future of Eugenics | Statement: [Leonard Darwin, notableWork, The Future of Eugenics]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: The Future of Eugenics
Context triple: [Leonard Darwin, notableWork, The Future of Eugenics]

A. 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.
B. 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.
C. The Control of Parenthood
The Control of Parenthood is a book by Leonard Darwin that discusses eugenics and the social and ethical implications of regulating human reproduction.
D. Law for the Prevention of Hereditarily Diseased Offspring
The Law for the Prevention of Hereditarily Diseased Offspring was a 1933 Nazi eugenics statute that mandated the forced sterilization of hundreds of thousands of people deemed genetically "unfit," including those with disabilities and certain illnesses.
E. Forbidden Fruit: The Ethics of Humanism
"Forbidden Fruit: The Ethics of Humanism" is a philosophical work by Paul Kurtz that articulates and defends a secular, human-centered ethical framework independent of religious doctrine.
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: The Future of Eugenics
Triple: [Leonard Darwin, notableWork, The Future of Eugenics]

Generated description

"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.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: The Future of Eugenics
Target entity description: "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.

A. 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.
B. 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.
C. The Control of Parenthood
The Control of Parenthood is a book by Leonard Darwin that discusses eugenics and the social and ethical implications of regulating human reproduction.
D. Law for the Prevention of Hereditarily Diseased Offspring
The Law for the Prevention of Hereditarily Diseased Offspring was a 1933 Nazi eugenics statute that mandated the forced sterilization of hundreds of thousands of people deemed genetically "unfit," including those with disabilities and certain illnesses.
E. Forbidden Fruit: The Ethics of Humanism
"Forbidden Fruit: The Ethics of Humanism" is a philosophical work by Paul Kurtz that articulates and defends a secular, human-centered ethical framework independent of religious doctrine.
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_69a4933d3bf88190972041cd8cf143b9`	completed	March 1, 2026, 7:27 p.m.
NER	Named-entity recognition	`batch_69a4a04c89148190b6330e86697bb37b`	completed	March 1, 2026, 8:23 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a6374cc0d48190900e96a374ce35af`	completed	March 3, 2026, 1:20 a.m.
NEDg	Description generation	`batch_69a637b4c578819086dd60ee6224ceef`	completed	March 3, 2026, 1:21 a.m.
NED2	Entity disambiguation (via description)	`batch_69a63860ec4c8190919115af097b9bfa`	completed	March 3, 2026, 1:24 a.m.

Created at: March 1, 2026, 7:36 p.m.