Triple
T9352301
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ngamo |
E225046
|
entity |
| Predicate | isPartOf |
P10
|
FINISHED |
| Object |
Bole–Angas group
The Bole–Angas group is a subgroup of West Chadic languages spoken primarily in northern and central Nigeria.
|
E793219
|
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: Bole–Angas group | Statement: [Ngamo, isPartOf, Bole–Angas group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bole–Angas group Context triple: [Ngamo, isPartOf, Bole–Angas group]
-
A.
Mischabel group
The Mischabel group is a prominent mountain massif in the Swiss Alps known for including several of the highest peaks in Switzerland, such as the Dom.
-
B.
Tswa-Ronga group
The Tswa-Ronga group is a closely related cluster of Bantu languages spoken primarily in southern Mozambique and neighboring regions, encompassing varieties such as Tswa, Ronga, and Tsonga.
-
C.
Undugu group
The Undugu group was a regional cooperative framework among Nile Basin countries that laid early groundwork for collaborative management and development of the river’s shared water resources.
-
D.
United Civil Front
The United Civil Front is a Russian opposition political movement known for advocating democracy and civil liberties against Vladimir Putin’s government.
-
E.
Grupo dos Cinco
Grupo dos Cinco was a pioneering group of early 20th-century Brazilian modernist artists and writers who played a key role in shaping modern art and literature in Brazil.
- 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: Bole–Angas group Triple: [Ngamo, isPartOf, Bole–Angas group]
Generated description
The Bole–Angas group is a subgroup of West Chadic languages spoken primarily in northern and central Nigeria.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bole–Angas group Target entity description: The Bole–Angas group is a subgroup of West Chadic languages spoken primarily in northern and central Nigeria.
-
A.
Mischabel group
The Mischabel group is a prominent mountain massif in the Swiss Alps known for including several of the highest peaks in Switzerland, such as the Dom.
-
B.
Tswa-Ronga group
The Tswa-Ronga group is a closely related cluster of Bantu languages spoken primarily in southern Mozambique and neighboring regions, encompassing varieties such as Tswa, Ronga, and Tsonga.
-
C.
Undugu group
The Undugu group was a regional cooperative framework among Nile Basin countries that laid early groundwork for collaborative management and development of the river’s shared water resources.
-
D.
United Civil Front
The United Civil Front is a Russian opposition political movement known for advocating democracy and civil liberties against Vladimir Putin’s government.
-
E.
Grupo dos Cinco
Grupo dos Cinco was a pioneering group of early 20th-century Brazilian modernist artists and writers who played a key role in shaping modern art and literature in Brazil.
- 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_69ca842abfd48190949d71c3b86eeba8 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd4f93a9848190ad2ae24f2aa607d2 |
completed | April 1, 2026, 5:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0e44f0a7881908b53a97715f4c6da |
completed | April 4, 2026, 10:13 a.m. |
| NEDg | Description generation | batch_69d0e5752a38819089b23ac52f0a6a39 |
completed | April 4, 2026, 10:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0e64cb4dc81908cef7d729d9cfb4d |
completed | April 4, 2026, 10:22 a.m. |
Created at: March 30, 2026, 7:41 p.m.