Triple
T318917
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Indo-Aryan languages |
E7769
|
entity |
| Predicate | hasSubgroup |
P747
|
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 central and southern parts of the Indian subcontinent, including languages such as Marathi, Konkani, and Sinhala.
|
E7769
|
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: [Indo-Aryan languages, hasSubgroup, Southern Indo-Aryan languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Southern Indo-Aryan languages Context triple: [Indo-Aryan languages, hasSubgroup, Southern Indo-Aryan languages]
-
A.
Indo-Aryan languages
Indo-Aryan languages are a major branch of the Indo-European family spoken primarily in the Indian subcontinent, including languages such as Hindi, Bengali, Punjabi, and Marathi.
-
B.
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.
-
C.
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.
-
D.
Indo-Iranian languages
Indo-Iranian languages are a major branch of the Indo-European language family that includes numerous related languages spoken across Iran, Afghanistan, the Indian subcontinent, and surrounding regions.
-
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: Southern Indo-Aryan languages Triple: [Indo-Aryan languages, hasSubgroup, 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 central and southern parts of the Indian subcontinent, including languages such as Marathi, Konkani, and Sinhala.
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 central and southern parts of the Indian subcontinent, including languages such as Marathi, Konkani, and Sinhala.
-
A.
Indo-Aryan languages
chosen
Indo-Aryan languages are a major branch of the Indo-European family spoken primarily in the Indian subcontinent, including languages such as Hindi, Bengali, Punjabi, and Marathi.
-
B.
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.
-
C.
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.
-
D.
Indo-Iranian languages
Indo-Iranian languages are a major branch of the Indo-European language family that includes numerous related languages spoken across Iran, Afghanistan, the Indian subcontinent, and surrounding regions.
-
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.
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_69a2e7e7af7881908890039d6be4e9b8 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ea7edbc48190b9031bd1af48f72a |
completed | Feb. 28, 2026, 1:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3e85e0fd88190af472eb2563da5a6 |
completed | March 1, 2026, 7:18 a.m. |
| NEDg | Description generation | batch_69a3e8f7256c819088422d10ef54b20d |
completed | March 1, 2026, 7:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3e949ff848190ae55965c08e9c1c5 |
completed | March 1, 2026, 7:22 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.