Triple
T2936529
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malvani |
E79282
|
entity |
| Predicate | subclassOf |
P1244
|
FINISHED |
| Object |
Southern Indo-Aryan languages
Southern Indo-Aryan languages are a subgroup of the Indo-Aryan branch of the Indo-European language family, spoken primarily in western and central India and including varieties such as Marathi, Konkani, and related regional dialects.
|
E311538
|
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: Southern Indo-Aryan languages | Statement: [Malvani, subclassOf, Southern Indo-Aryan languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Southern Indo-Aryan languages Context triple: [Malvani, subclassOf, Southern Indo-Aryan languages]
-
A.
Northern Indo-Aryan languages
Northern Indo-Aryan languages are a subgroup of the Indo-Aryan branch of the Indo-European language family spoken primarily in the northern regions of the Indian subcontinent, including languages such as Dogri, Kashmiri, and Punjabi.
-
B.
Eastern Indo-Aryan languages
Eastern Indo-Aryan languages are a branch of the Indo-Aryan language family spoken mainly in eastern India, Bangladesh, and Nepal, including major languages such as Bengali, Assamese, and Odia.
-
C.
Northwestern Indo-Aryan languages
Northwestern Indo-Aryan languages are a subgroup of the Indo-Aryan branch of the Indo-European language family spoken primarily in northwestern parts of the Indian subcontinent, including languages such as Sindhi, Punjabi, and Lahnda.
-
D.
Central Dravidian languages
Central Dravidian languages are a subgroup of the Dravidian language family spoken primarily in central India, known for their shared phonological and grammatical features distinct from the northern and southern branches.
-
E.
North Dravidian languages
The North Dravidian languages are a small, geographically northern branch of the Dravidian language family spoken mainly in eastern and central India, including languages such as Kurukh and Malto.
- 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: Southern Indo-Aryan languages Triple: [Malvani, subclassOf, Southern Indo-Aryan languages]
Generated description
Southern Indo-Aryan languages are a subgroup of the Indo-Aryan branch of the Indo-European language family, spoken primarily in western and central India and including varieties such as Marathi, Konkani, and related regional dialects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Southern Indo-Aryan languages Target entity description: Southern Indo-Aryan languages are a subgroup of the Indo-Aryan branch of the Indo-European language family, spoken primarily in western and central India and including varieties such as Marathi, Konkani, and related regional dialects.
-
A.
Northern Indo-Aryan languages
Northern Indo-Aryan languages are a subgroup of the Indo-Aryan branch of the Indo-European language family spoken primarily in the northern regions of the Indian subcontinent, including languages such as Dogri, Kashmiri, and Punjabi.
-
B.
Eastern Indo-Aryan languages
Eastern Indo-Aryan languages are a branch of the Indo-Aryan language family spoken mainly in eastern India, Bangladesh, and Nepal, including major languages such as Bengali, Assamese, and Odia.
-
C.
Northwestern Indo-Aryan languages
Northwestern Indo-Aryan languages are a subgroup of the Indo-Aryan branch of the Indo-European language family spoken primarily in northwestern parts of the Indian subcontinent, including languages such as Sindhi, Punjabi, and Lahnda.
-
D.
Central Dravidian languages
Central Dravidian languages are a subgroup of the Dravidian language family spoken primarily in central India, known for their shared phonological and grammatical features distinct from the northern and southern branches.
-
E.
North Dravidian languages
The North Dravidian languages are a small, geographically northern branch of the Dravidian language family spoken mainly in eastern and central India, including languages such as Kurukh and Malto.
- 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_69ad8b0fbab081908f6a61567c045d8d |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad983df5e08190939cd8acf8ad5b55 |
completed | March 8, 2026, 3:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0867edf3481909c5fa9d02c5f11b3 |
completed | March 10, 2026, 9 p.m. |
| NEDg | Description generation | batch_69b0d66e4c188190a6f41593884080e8 |
completed | March 11, 2026, 2:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0d6abef8c81908d593c39e3824c77 |
completed | March 11, 2026, 2:42 a.m. |
Created at: March 8, 2026, 2:56 p.m.