Triple
T8549047
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kota–Toda branch |
E202398
|
entity |
| Predicate | hasSubfamily |
P747
|
FINISHED |
| Object | Southern Dravidian |
E39750
|
NE FINISHED |
How this triple was built (2 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 Dravidian | Statement: [Kota–Toda branch, hasSubfamily, Southern Dravidian]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Southern Dravidian Context triple: [Kota–Toda branch, hasSubfamily, Southern Dravidian]
-
A.
Southern Dravidian
chosen
Southern Dravidian is a major branch of the Dravidian language family that includes languages such as Tamil, Kannada, and Malayalam, primarily spoken in southern India and parts of Sri Lanka.
-
B.
South-Central Dravidian
South-Central Dravidian is a branch of the Dravidian language family that includes languages such as Telugu and related tongues spoken primarily in south-central India.
-
C.
South Dravidian languages
South Dravidian languages are a major subgroup of the Dravidian language family spoken primarily in southern India, including prominent languages such as Tamil, Kannada, Malayalam, and Tulu.
-
D.
Southern Gur languages
Southern Gur languages are a subgroup of the Gur branch of the Niger-Congo language family, spoken primarily in parts of West Africa such as Burkina Faso, Ghana, and neighboring countries.
-
E.
Proto-South-Central Dravidian
Proto-South-Central Dravidian is the reconstructed ancestral language from which the modern South-Central Dravidian languages, such as Telugu and Gondi, are believed to have descended.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca832610e08190b3b6c6cd2c250255 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe753d3608190b0573477182cf194 |
completed | March 31, 2026, 3:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf42459a048190a5c480f4a212607a |
completed | April 3, 2026, 4:29 a.m. |
Created at: March 30, 2026, 6:19 p.m.