Triple

T15342409
Position Surface form Disambiguated ID Type / Status
Subject National Goals and Directive Principles E366828 entity
Predicate contains P35 FINISHED
Object National Goal of Integral Human Development
The National Goal of Integral Human Development is a constitutional principle that emphasizes the holistic advancement of individuals and communities—socially, economically, culturally, and spiritually—as a central aim of national policy.
E1150954 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: National Goal of Integral Human Development | Statement: [National Goals and Directive Principles, contains, National Goal of Integral Human Development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Goal of Integral Human Development
Context triple: [National Goals and Directive Principles, contains, National Goal of Integral 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. Millennium Development Goals
    The Millennium Development Goals were a set of eight global targets adopted by the United Nations in 2000 to address extreme poverty, health, education, gender equality, and environmental sustainability by 2015.
  • C. International Development Goals
    International Development Goals were an early set of global anti-poverty and development targets agreed in the 1990s that laid the groundwork for the later Millennium Development Goals.
  • D. The Direction of Human Development
    "The Direction of Human Development" is a work by anthropologist Ashley Montagu that explores the biological, social, and cultural factors shaping human growth and evolution.
  • E. 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.
  • 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: National Goal of Integral Human Development
Triple: [National Goals and Directive Principles, contains, National Goal of Integral Human Development]
Generated description
The National Goal of Integral Human Development is a constitutional principle that emphasizes the holistic advancement of individuals and communities—socially, economically, culturally, and spiritually—as a central aim of national policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Goal of Integral Human Development
Target entity description: The National Goal of Integral Human Development is a constitutional principle that emphasizes the holistic advancement of individuals and communities—socially, economically, culturally, and spiritually—as a central aim of national policy.
  • 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. Millennium Development Goals
    The Millennium Development Goals were a set of eight global targets adopted by the United Nations in 2000 to address extreme poverty, health, education, gender equality, and environmental sustainability by 2015.
  • C. International Development Goals
    International Development Goals were an early set of global anti-poverty and development targets agreed in the 1990s that laid the groundwork for the later Millennium Development Goals.
  • D. The Direction of Human Development
    "The Direction of Human Development" is a work by anthropologist Ashley Montagu that explores the biological, social, and cultural factors shaping human growth and evolution.
  • E. 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.
  • 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_69d85a1355608190a6673ddb67231d54 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e14d8088190876fceca75d12322 completed April 16, 2026, 1:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff01f70e688190bb6a073e49ff968c completed May 9, 2026, 9:44 a.m.
NEDg Description generation batch_69ff02745d1c819099f6261eced78dd0 completed May 9, 2026, 9:46 a.m.
NED2 Entity disambiguation (via description) batch_69ff031d58048190852dae8a18981d35 completed May 9, 2026, 9:49 a.m.
Created at: April 10, 2026, 3:17 a.m.