Triple
T1242953
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southern Bantoid |
E26698
|
entity |
| Predicate | contrastsWith |
P278
|
FINISHED |
| Object |
Northern Bantoid
Northern Bantoid is a subgroup of Bantoid languages spoken in parts of Central and West Africa, distinguished from Southern Bantoid by its distinct linguistic features and geographic distribution.
|
E146047
|
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: Northern Bantoid | Statement: [Southern Bantoid, contrastsWith, Northern Bantoid]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northern Bantoid Context triple: [Southern Bantoid, contrastsWith, Northern Bantoid]
-
A.
Southern Bantoid
Southern Bantoid is a major branch of the Bantoid languages that includes the large Bantu language family spoken across much of sub-Saharan Africa.
-
B.
Narrow Bantu
Narrow Bantu refers to the core group of Bantu languages that share a closer common ancestry and more specific linguistic features within the broader Bantu family.
-
C.
Southern Bantu
Southern Bantu is a major branch of the Bantu language family comprising numerous closely related languages spoken primarily in the southern regions of Africa.
-
D.
Bamar
The Bamar are the largest ethnic group in Myanmar, historically dominant in the country’s politics, culture, and language.
-
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: Northern Bantoid Triple: [Southern Bantoid, contrastsWith, Northern Bantoid]
Generated description
Northern Bantoid is a subgroup of Bantoid languages spoken in parts of Central and West Africa, distinguished from Southern Bantoid by its distinct linguistic features and geographic distribution.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Northern Bantoid Target entity description: Northern Bantoid is a subgroup of Bantoid languages spoken in parts of Central and West Africa, distinguished from Southern Bantoid by its distinct linguistic features and geographic distribution.
-
A.
Southern Bantoid
Southern Bantoid is a major branch of the Bantoid languages that includes the large Bantu language family spoken across much of sub-Saharan Africa.
-
B.
Narrow Bantu
Narrow Bantu refers to the core group of Bantu languages that share a closer common ancestry and more specific linguistic features within the broader Bantu family.
-
C.
Southern Bantu
Southern Bantu is a major branch of the Bantu language family comprising numerous closely related languages spoken primarily in the southern regions of Africa.
-
D.
Bamar
The Bamar are the largest ethnic group in Myanmar, historically dominant in the country’s politics, culture, and language.
-
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_69a4948689d08190b3a4a3f388c02148 |
completed | March 1, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69a4bf61fadc8190b7b9e23eaa15a61d |
completed | March 1, 2026, 10:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aca2ed73248190b03fd6085dec9d8c |
completed | March 7, 2026, 10:13 p.m. |
| NEDg | Description generation | batch_69aca3752a3c81908bd6d9744ad5f5a2 |
completed | March 7, 2026, 10:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aca3e44bf481908c5726adddc4b428 |
completed | March 7, 2026, 10:17 p.m. |
Created at: March 1, 2026, 7:47 p.m.