Triple
T13554130
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Agar Dinka |
E323725
|
entity |
| Predicate | subgroup |
P10
|
FINISHED |
| Object |
Dinka–Nuer languages
The Dinka–Nuer languages are a closely related group of Western Nilotic languages spoken primarily by the Dinka and Nuer peoples of South Sudan and surrounding regions.
|
E1053127
|
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: Dinka–Nuer languages | Statement: [Agar Dinka, subgroup, Dinka–Nuer languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dinka–Nuer languages Context triple: [Agar Dinka, subgroup, Dinka–Nuer languages]
-
A.
Nilotic languages
Nilotic languages are a branch of the Nilo-Saharan language family spoken primarily along the Nile Valley and surrounding regions of East and Central Africa by various pastoralist and agricultural communities.
-
B.
Dinka language
The Dinka language is a Western Nilotic language spoken primarily by the Dinka people of South Sudan, known for its complex system of tones and vowel lengths.
-
C.
Nuer language
Nuer language is a Western Nilotic language spoken primarily by the Nuer people of South Sudan and western Ethiopia.
-
D.
East Central Sudanic languages
The East Central Sudanic languages are a subgroup of the Central Sudanic branch of the Nilo-Saharan language family, spoken primarily in parts of Central and East Africa.
-
E.
Ayere–Ahan languages
The Ayere–Ahan languages are a small subgroup of closely related Niger-Congo languages spoken primarily in southwestern 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: Dinka–Nuer languages Triple: [Agar Dinka, subgroup, Dinka–Nuer languages]
Generated description
The Dinka–Nuer languages are a closely related group of Western Nilotic languages spoken primarily by the Dinka and Nuer peoples of South Sudan and surrounding regions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dinka–Nuer languages Target entity description: The Dinka–Nuer languages are a closely related group of Western Nilotic languages spoken primarily by the Dinka and Nuer peoples of South Sudan and surrounding regions.
-
A.
Nilotic languages
Nilotic languages are a branch of the Nilo-Saharan language family spoken primarily along the Nile Valley and surrounding regions of East and Central Africa by various pastoralist and agricultural communities.
-
B.
Dinka language
The Dinka language is a Western Nilotic language spoken primarily by the Dinka people of South Sudan, known for its complex system of tones and vowel lengths.
-
C.
Nuer language
Nuer language is a Western Nilotic language spoken primarily by the Nuer people of South Sudan and western Ethiopia.
-
D.
East Central Sudanic languages
The East Central Sudanic languages are a subgroup of the Central Sudanic branch of the Nilo-Saharan language family, spoken primarily in parts of Central and East Africa.
-
E.
Ayere–Ahan languages
The Ayere–Ahan languages are a small subgroup of closely related Niger-Congo languages spoken primarily in southwestern 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_69d8076830b48190910a902bae5888e2 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbaff1c1f0819084352d9b2ee13d7a |
completed | April 12, 2026, 2:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f78add2b0c8190ade1af991744c4e0 |
completed | May 3, 2026, 5:50 p.m. |
| NEDg | Description generation | batch_69f78c8d68f081909f5e6b8ab05a3ce2 |
completed | May 3, 2026, 5:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f78d6f02c48190a8f3bc4cb71910a0 |
completed | May 3, 2026, 6:01 p.m. |
Created at: April 9, 2026, 9:46 p.m.