Triple
T11424241
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Moru–Madi languages |
E270703
|
entity |
| Predicate | hasMemberLanguage |
P7390
|
FINISHED |
| Object |
Lugbara–Ma’di cluster
The Lugbara–Ma’di cluster is a group of closely related Central Sudanic languages spoken primarily in northwestern Uganda and neighboring regions of South Sudan and the Democratic Republic of the Congo.
|
E924698
|
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: Lugbara–Ma’di cluster | Statement: [Moru–Madi languages, hasMemberLanguage, Lugbara–Ma’di cluster]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lugbara–Ma’di cluster Context triple: [Moru–Madi languages, hasMemberLanguage, Lugbara–Ma’di cluster]
-
A.
Chiga–Nyankore cluster
The Chiga–Nyankore cluster is a group of closely related Bantu languages spoken primarily in southwestern Uganda and neighboring regions.
-
B.
Acholi sub-region
The Acholi sub-region is a cultural and administrative area in northern Uganda that serves as the traditional homeland of the Acholi people.
-
C.
Karamoja region
The Karamoja region is a remote, semi-arid area in northeastern Uganda known for its pastoralist communities, rugged landscapes, and significant wildlife conservation areas.
-
D.
Dutsin-Ma
Dutsin-Ma is a town in northern Nigeria known for hosting the Federal University Dutsin-Ma and serving as an important local commercial and educational center.
-
E.
Kidepo Toposa
Kidepo Toposa is a regional dialect of the Toposa language spoken by Toposa communities in the Kidepo area of South Sudan.
- 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: Lugbara–Ma’di cluster Triple: [Moru–Madi languages, hasMemberLanguage, Lugbara–Ma’di cluster]
Generated description
The Lugbara–Ma’di cluster is a group of closely related Central Sudanic languages spoken primarily in northwestern Uganda and neighboring regions of South Sudan and the Democratic Republic of the Congo.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lugbara–Ma’di cluster Target entity description: The Lugbara–Ma’di cluster is a group of closely related Central Sudanic languages spoken primarily in northwestern Uganda and neighboring regions of South Sudan and the Democratic Republic of the Congo.
-
A.
Chiga–Nyankore cluster
The Chiga–Nyankore cluster is a group of closely related Bantu languages spoken primarily in southwestern Uganda and neighboring regions.
-
B.
Acholi sub-region
The Acholi sub-region is a cultural and administrative area in northern Uganda that serves as the traditional homeland of the Acholi people.
-
C.
Karamoja region
The Karamoja region is a remote, semi-arid area in northeastern Uganda known for its pastoralist communities, rugged landscapes, and significant wildlife conservation areas.
-
D.
Dutsin-Ma
Dutsin-Ma is a town in northern Nigeria known for hosting the Federal University Dutsin-Ma and serving as an important local commercial and educational center.
-
E.
Kidepo Toposa
Kidepo Toposa is a regional dialect of the Toposa language spoken by Toposa communities in the Kidepo area of South Sudan.
- 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_69d6aadeef688190874bcecd88b3dd9b |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d806be9c2c819084da13101cbb6c81 |
completed | April 9, 2026, 8:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5b8b553808190bf8b40d9b03e12b7 |
completed | April 20, 2026, 5:25 a.m. |
| NEDg | Description generation | batch_69e5c28e2dd481909b45a43b5825f393 |
completed | April 20, 2026, 6:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e5c4722c348190a4c49edb1f6df240 |
completed | April 20, 2026, 6:15 a.m. |
Created at: April 8, 2026, 9:35 p.m.