Triple
T11114542
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lugbara language |
E262849
|
entity |
| Predicate | hasOrganization |
P629
|
FINISHED |
| Object |
Lugbara Language Association (various community groups)
Lugbara Language Association (various community groups) is a network of community-based organizations dedicated to promoting, preserving, and developing the Lugbara language and its cultural heritage.
|
E905157
|
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 Language Association (various community groups) | Statement: [Lugbara language, hasOrganization, Lugbara Language Association (various community groups)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lugbara Language Association (various community groups) Context triple: [Lugbara language, hasOrganization, Lugbara Language Association (various community groups)]
-
A.
Lugbara language
The Lugbara language is a Central Sudanic language spoken primarily by the Lugbara people of northwestern Uganda and northeastern Democratic Republic of the Congo.
-
B.
Luba languages
The Luba languages are a group of closely related Bantu languages spoken primarily in the Democratic Republic of the Congo by the Luba people and neighboring communities.
-
C.
Lunda language
The Lunda language is a Bantu language spoken primarily in parts of Angola, the Democratic Republic of the Congo, and Zambia by the Lunda people.
-
D.
Bubi language group
The Bubi language group is a cluster of closely related Bantu languages spoken primarily by the Bubi people of Bioko Island in Equatorial Guinea.
-
E.
Logba language
The Logba language is a Niger-Congo language spoken by the Logba people of southeastern Ghana.
- 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 Language Association (various community groups) Triple: [Lugbara language, hasOrganization, Lugbara Language Association (various community groups)]
Generated description
Lugbara Language Association (various community groups) is a network of community-based organizations dedicated to promoting, preserving, and developing the Lugbara language and its cultural heritage.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lugbara Language Association (various community groups) Target entity description: Lugbara Language Association (various community groups) is a network of community-based organizations dedicated to promoting, preserving, and developing the Lugbara language and its cultural heritage.
-
A.
Lugbara language
The Lugbara language is a Central Sudanic language spoken primarily by the Lugbara people of northwestern Uganda and northeastern Democratic Republic of the Congo.
-
B.
Luba languages
The Luba languages are a group of closely related Bantu languages spoken primarily in the Democratic Republic of the Congo by the Luba people and neighboring communities.
-
C.
Lunda language
The Lunda language is a Bantu language spoken primarily in parts of Angola, the Democratic Republic of the Congo, and Zambia by the Lunda people.
-
D.
Bubi language group
The Bubi language group is a cluster of closely related Bantu languages spoken primarily by the Bubi people of Bioko Island in Equatorial Guinea.
-
E.
Logba language
The Logba language is a Niger-Congo language spoken by the Logba people of southeastern Ghana.
- 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_69d6aa9b46cc8190b19f9f0cc45bf322 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d79aa637888190935e852281408356 |
completed | April 9, 2026, 12:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e42d7da99881908d38ea66c37dfb92 |
completed | April 19, 2026, 1:18 a.m. |
| NEDg | Description generation | batch_69e42e67724481908bd9e73487a80d44 |
completed | April 19, 2026, 1:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e4308103c48190b32ee3047d9a0860 |
completed | April 19, 2026, 1:31 a.m. |
Created at: April 8, 2026, 9:27 p.m.