Triple
T17632059
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Out of India |
E430000
|
entity |
| Predicate | relatedTopic |
P6979
|
FINISHED |
| Object | Indian middle class |
—
|
NE NERFINISHED |
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: Indian middle class | Statement: [Out of India, relatedTopic, Indian middle class]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Indian middle class Context triple: [Out of India, relatedTopic, Indian middle class]
-
A.
Indian diaspora
The Indian diaspora comprises people of Indian origin living outside India, forming widespread global communities that maintain cultural, economic, and social ties with their homeland.
-
B.
North Indian Muslims
North Indian Muslims are a diverse Muslim community originating from the northern regions of India, characterized by a rich blend of Indo-Islamic cultural, linguistic, and religious traditions.
-
C.
Indian business community
The Indian business community is a collective of Indian entrepreneurs, traders, and industrialists that has historically played a key role in shaping the country’s economic development and nationalist economic policies.
-
D.
Hindu diaspora
The Hindu diaspora comprises communities of Hindus living outside the Indian subcontinent who maintain and adapt their religious, cultural, and social traditions in countries around the world.
-
E.
Other Backward Classes
Other Backward Classes (OBCs) are socially and educationally disadvantaged communities in India that receive affirmative action benefits such as reservations in education and government employment.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Indian middle class Target entity description: The Indian middle class is a rapidly expanding socio-economic group characterized by rising incomes, increased consumption, and growing influence on India’s economic, cultural, and political landscape.
-
A.
Indian diaspora
The Indian diaspora comprises people of Indian origin living outside India, forming widespread global communities that maintain cultural, economic, and social ties with their homeland.
-
B.
North Indian Muslims
North Indian Muslims are a diverse Muslim community originating from the northern regions of India, characterized by a rich blend of Indo-Islamic cultural, linguistic, and religious traditions.
-
C.
Indian business community
The Indian business community is a collective of Indian entrepreneurs, traders, and industrialists that has historically played a key role in shaping the country’s economic development and nationalist economic policies.
-
D.
Hindu diaspora
The Hindu diaspora comprises communities of Hindus living outside the Indian subcontinent who maintain and adapt their religious, cultural, and social traditions in countries around the world.
-
E.
Other Backward Classes
Other Backward Classes (OBCs) are socially and educationally disadvantaged communities in India that receive affirmative action benefits such as reservations in education and government employment.
- F. None of above. chosen
Provenance (2 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_69d889e37f308190a6aa0a69daff86c7 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e46dc276b48190923f1869ebfe4400 |
completed | April 19, 2026, 5:53 a.m. |
Created at: April 10, 2026, 5:52 a.m.