Triple
T11093748
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bongo language |
E262319
|
entity |
| Predicate | subfamily |
P4180
|
FINISHED |
| Object |
Bongo–Bagirmi branch
The Bongo–Bagirmi branch is a subgroup of Central Sudanic languages spoken primarily in South Sudan, Chad, and the Central African Republic.
|
E904348
|
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: Bongo–Bagirmi branch | Statement: [Bongo language, subfamily, Bongo–Bagirmi branch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bongo–Bagirmi branch Context triple: [Bongo language, subfamily, Bongo–Bagirmi branch]
-
A.
Busega
Busega is a district-level settlement in northern Tanzania that forms part of the Simiyu Region.
-
B.
Ubangi-Shari
Ubangi-Shari was the French colonial territory in central Africa that later became the independent nation of the Central African Republic.
-
C.
Bafing River
The Bafing River is a significant West African river that rises in the Fouta Djallon highlands of Guinea and flows through Mali, playing a key role in the hydrology and development of the Senegal River basin.
-
D.
Siffu River
Siffu River is a significant waterway in the Cagayan Valley region of the Philippines, contributing to local agriculture, ecosystems, and settlements.
-
E.
Bole–Tangale
Bole–Tangale is a branch of the West Chadic language family spoken primarily in northeastern Nigeria.
- 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: Bongo–Bagirmi branch Triple: [Bongo language, subfamily, Bongo–Bagirmi branch]
Generated description
The Bongo–Bagirmi branch is a subgroup of Central Sudanic languages spoken primarily in South Sudan, Chad, and the Central African Republic.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bongo–Bagirmi branch Target entity description: The Bongo–Bagirmi branch is a subgroup of Central Sudanic languages spoken primarily in South Sudan, Chad, and the Central African Republic.
-
A.
Busega
Busega is a district-level settlement in northern Tanzania that forms part of the Simiyu Region.
-
B.
Ubangi-Shari
Ubangi-Shari was the French colonial territory in central Africa that later became the independent nation of the Central African Republic.
-
C.
Bafing River
The Bafing River is a significant West African river that rises in the Fouta Djallon highlands of Guinea and flows through Mali, playing a key role in the hydrology and development of the Senegal River basin.
-
D.
Siffu River
Siffu River is a significant waterway in the Cagayan Valley region of the Philippines, contributing to local agriculture, ecosystems, and settlements.
-
E.
Bole–Tangale
Bole–Tangale is a branch of the West Chadic language family spoken primarily in northeastern Nigeria.
- 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_69d6aa9a40d88190a373e2c7e48285db |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d799ed12d88190a4ad8c346d68f11f |
completed | April 9, 2026, 12:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3e7d3043c8190bdbe0ec51992db0c |
completed | April 18, 2026, 8:21 p.m. |
| NEDg | Description generation | batch_69e3f2cbb4708190a328cff473104d14 |
completed | April 18, 2026, 9:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e3f497a01881909d1dae70a02e5f97 |
completed | April 18, 2026, 9:16 p.m. |
Created at: April 8, 2026, 9:27 p.m.