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.