Triple
T630488
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bhutan |
E15914
|
entity |
| Predicate | developmentPhilosophy |
P11009
|
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: [Bhutan, developmentPhilosophy, Gross National Happiness]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gross National Happiness Context triple: [Bhutan, developmentPhilosophy, 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.
Peak of Good Living
Peak of Good Living is the promotional nickname highlighting the high quality of life and community appeal of Apex, North Carolina.
-
D.
Ciudad de la Paz
Ciudad de la Paz is a purpose-built city in Equatorial Guinea intended to serve as the country’s future administrative and political capital.
-
E.
Negaraku
Negaraku is the national anthem of Malaysia, symbolizing the country's sovereignty and 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: developmentPhilosophy Context triple: [Bhutan, developmentPhilosophy, Gross National Happiness]
-
A.
philosophicalTheme
Indicates that a work, idea, or discourse centrally involves or explores a particular philosophical concept, question, or line of thought.
-
B.
philosophicalMethod
Indicates the method, approach, or technique used in conducting philosophical inquiry or reasoning.
-
C.
philosophicalConcept
chosen
Indicates that one entity is a philosophical concept that characterizes, explains, or is thematically central to the other entity.
-
D.
designPhilosophy
Indicates the guiding principles, values, or conceptual approach that shape how something is designed or created.
-
E.
development
Indicates a process or relationship in which something grows, advances, or becomes more complex or mature over time.
- 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_69a4935c131c8190a5378c6bf101e8cc |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a49ec051bc8190b3e3f8651a367d77 |
completed | March 1, 2026, 8:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a56eee035c8190868aeac32be57959 |
completed | March 2, 2026, 11:05 a.m. |
| PD | Predicate disambiguation | batch_69a49d030c648190ba1a02301b45f694 |
completed | March 1, 2026, 8:09 p.m. |
Created at: March 1, 2026, 7:35 p.m.