Triple
T725278
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dravidian languages |
E14711
|
entity |
| Predicate | subfamily |
P4180
|
FINISHED |
| Object |
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.
|
E91195
|
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: North Dravidian languages | Statement: [Dravidian languages, subfamily, North Dravidian languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North Dravidian languages Context triple: [Dravidian languages, subfamily, North Dravidian languages]
-
A.
Dravidian languages
Dravidian languages are a family of languages primarily spoken in South India and parts of Sri Lanka, including major languages such as Tamil, Telugu, Kannada, and Malayalam.
-
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.
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.
Proto-Dravidian
Proto-Dravidian is the reconstructed common ancestral language from which all modern Dravidian languages, including Kannada, Tamil, and Telugu, are believed to have descended.
-
E.
Southern Dravidian
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.
- 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: North Dravidian languages Triple: [Dravidian languages, subfamily, North Dravidian languages]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: North Dravidian languages Target entity description: 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.
-
A.
Dravidian languages
Dravidian languages are a family of languages primarily spoken in South India and parts of Sri Lanka, including major languages such as Tamil, Telugu, Kannada, and Malayalam.
-
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.
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.
Proto-Dravidian
Proto-Dravidian is the reconstructed common ancestral language from which all modern Dravidian languages, including Kannada, Tamil, and Telugu, are believed to have descended.
-
E.
Southern Dravidian
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.
- 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_69a4934c753c81909b309027e48b9b3a |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a5a7fb7c819096db848fe2ba246a |
completed | March 1, 2026, 8:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a6666cd4788190ab1ddffa616fdc58 |
completed | March 3, 2026, 4:41 a.m. |
| NEDg | Description generation | batch_69a66818145c81908e1ce1d1e835dcd4 |
completed | March 3, 2026, 4:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a6688c133c8190acb36273ed794df2 |
completed | March 3, 2026, 4:50 a.m. |
Created at: March 1, 2026, 7:37 p.m.