Triple

T972609

Position	Surface form	Disambiguated ID	Type / Status
Subject	Martha Nussbaum	`E20976`	entity
Predicate	notableWork	`P4`	FINISHED
Object	Women and Human Development Women and Human Development is a philosophical work by Martha Nussbaum that develops and applies the capabilities approach to issues of gender justice and global development.	`E115292`	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: Women and Human Development | Statement: [Martha Nussbaum, notableWork, Women and Human Development]

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

Target entity: Women and Human Development
Context triple: [Martha Nussbaum, notableWork, Women and Human Development]

A. Human Development Report
The Human Development Report is an annual United Nations publication that analyzes global development using measures beyond income, most notably the Human Development Index, to assess and compare countries’ well-being.
B. Gender Development Index
The Gender Development Index is a United Nations metric that compares female and male achievements in key dimensions of human development—such as health, education, and income—to highlight gender inequalities across countries.
C. United Nations Entity for Gender Equality and the Empowerment of Women
The United Nations Entity for Gender Equality and the Empowerment of Women (UN Women) is a UN organization dedicated to promoting gender equality and empowering women worldwide through advocacy, policy support, and programmatic initiatives.
D. United Nations development system
The United Nations development system is the network of UN funds, programs, specialized agencies, and regional commissions that work together to support sustainable development and poverty reduction worldwide.
E. Sustainable Development Goal 5
Sustainable Development Goal 5 is the global UN objective focused on achieving gender equality and empowering all women and girls worldwide.
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: Women and Human Development
Triple: [Martha Nussbaum, notableWork, Women and Human Development]

Generated description

Women and Human Development is a philosophical work by Martha Nussbaum that develops and applies the capabilities approach to issues of gender justice and global development.

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

Target entity: Women and Human Development
Target entity description: Women and Human Development is a philosophical work by Martha Nussbaum that develops and applies the capabilities approach to issues of gender justice and global development.

A. Human Development Report
The Human Development Report is an annual United Nations publication that analyzes global development using measures beyond income, most notably the Human Development Index, to assess and compare countries’ well-being.
B. Gender Development Index
The Gender Development Index is a United Nations metric that compares female and male achievements in key dimensions of human development—such as health, education, and income—to highlight gender inequalities across countries.
C. United Nations Entity for Gender Equality and the Empowerment of Women
The United Nations Entity for Gender Equality and the Empowerment of Women (UN Women) is a UN organization dedicated to promoting gender equality and empowering women worldwide through advocacy, policy support, and programmatic initiatives.
D. United Nations development system
The United Nations development system is the network of UN funds, programs, specialized agencies, and regional commissions that work together to support sustainable development and poverty reduction worldwide.
E. Sustainable Development Goal 5
Sustainable Development Goal 5 is the global UN objective focused on achieving gender equality and empowering all women and girls worldwide.
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_69a493b33d2c81909c52c369d3ca8436`	completed	March 1, 2026, 7:29 p.m.
NER	Named-entity recognition	`batch_69a4b44c38f08190997e141d424e9e04`	completed	March 1, 2026, 9:49 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ac170a00f481909da0394531ac24fe`	completed	March 7, 2026, 12:16 p.m.
NEDg	Description generation	`batch_69ac18e9be2081909770ab2ead56d0db`	completed	March 7, 2026, 12:24 p.m.
NED2	Entity disambiguation (via description)	`batch_69ac195b7cd08190b2c3f07d7ae849ed`	completed	March 7, 2026, 12:26 p.m.

Created at: March 1, 2026, 7:40 p.m.