Triple
T2446251
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gur languages |
E53600
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
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.
|
E267635
|
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 Gur languages | Statement: [Gur languages, hasSubgroup, Southern Gur languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Southern Gur languages Context triple: [Gur languages, hasSubgroup, Southern Gur languages]
-
A.
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.
-
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.
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.
-
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.
Southern Gondi
Southern Gondi is a major Dravidian language variety spoken by the Gondi people in central India, distinguished from other Gondi dialects by its own phonological and lexical features.
- 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 Gur languages Triple: [Gur languages, hasSubgroup, Southern Gur languages]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Southern Gur languages Target entity description: 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.
-
A.
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.
-
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.
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.
-
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.
Southern Gondi
Southern Gondi is a major Dravidian language variety spoken by the Gondi people in central India, distinguished from other Gondi dialects by its own phonological and lexical features.
- 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_69ab495d227c8190b26ae6548eeb1019 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abca25a84c8190859bf51000beffec |
completed | March 7, 2026, 6:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aef0bd7a088190b635a8bac233c5cd |
completed | March 9, 2026, 4:09 p.m. |
| NEDg | Description generation | batch_69aef50bc7ac8190add8ee63c5621dc1 |
completed | March 9, 2026, 4:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aef632e2e08190b21023cbb0f12be8 |
completed | March 9, 2026, 4:32 p.m. |
Created at: March 6, 2026, 9:43 p.m.