Triple
T15873028
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Royal Government of Bhutan |
E384876
|
entity |
| Predicate | usesDevelopmentPhilosophy |
P76947
|
FINISHED |
| Object | Gross National Happiness |
E79080
|
NE FINISHED |
How this triple was built (3 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: Gross National Happiness | Statement: [Royal Government of Bhutan, usesDevelopmentPhilosophy, Gross National Happiness]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gross National Happiness Context triple: [Royal Government of Bhutan, usesDevelopmentPhilosophy, Gross National Happiness]
-
A.
Gross National Happiness
chosen
Gross National Happiness is Bhutan’s holistic development philosophy that prioritizes collective well-being, cultural values, and environmental sustainability over purely economic growth.
-
B.
Sarvodaya
Sarvodaya is a Gandhian social philosophy and movement focused on the uplift and welfare of all, emphasizing nonviolence, self-reliance, and equitable social order.
-
C.
Gross National Happiness Commission of Bhutan
The Gross National Happiness Commission of Bhutan is a government body responsible for planning, coordinating, and evaluating national policies and development programs to ensure they align with Bhutan’s holistic Gross National Happiness philosophy.
-
D.
Lokrahitya
Lokrahitya is a literary work by renowned Bengali novelist and essayist Bankim Chandra Chattopadhyay, reflecting his engagement with Bengali literature and culture.
-
E.
Vasudhaiva Kutumbakam
Vasudhaiva Kutumbakam is an ancient Indian philosophical concept meaning “the world is one family,” emphasizing universal brotherhood and global unity.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: usesDevelopmentPhilosophy Context triple: [Royal Government of Bhutan, usesDevelopmentPhilosophy, Gross National Happiness]
-
A.
supportsDevelopmentProcess
Indicates that one entity provides resources, tools, or assistance that facilitate or enhance another entity’s development process.
-
B.
developmentPillar
chosen
Indicates that one entity serves as a fundamental pillar or core focus area supporting the development or growth of another entity.
-
C.
developedUnder
Indicates that something was created, produced, or brought into existence while being subject to the authority, guidance, or conditions imposed by a particular person, organization, regime, or framework.
-
D.
developedWithin
Indicates that something was created, produced, or brought into existence inside a specified context, boundary, or time frame.
-
E.
supportsDevelopmentLanguage
Indicates that one entity provides compatibility with, tools for, or the ability to use a particular programming or development language.
- F. None of above.
Provenance (4 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_69d86da4e86481909f1325fdc971b5ec |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e174de2cd48190ab18e48c9f051a2a |
completed | April 16, 2026, 11:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffb041adac8190a8e6e5c646fdedf3 |
completed | May 9, 2026, 10:08 p.m. |
| PD | Predicate disambiguation | batch_69e142c3e18c8190bb7b023f4a0eaebb |
completed | April 16, 2026, 8:12 p.m. |
Created at: April 10, 2026, 4:51 a.m.