Triple
T2233738
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nilo-Saharian |
E49229
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Daju languages
The Daju languages are a small group of closely related Eastern Sudanic languages spoken primarily in parts of Sudan and Chad.
|
E247399
|
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: Daju languages | Statement: [Nilo-Saharian, hasSubgroup, Daju languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Daju languages Context triple: [Nilo-Saharian, hasSubgroup, Daju languages]
-
A.
Yuin–Kuric languages
The Yuin–Kuric languages are a subgroup of Australian Aboriginal languages traditionally spoken in southeastern Australia, including the language of the Wiradjuri people.
-
B.
Katuic languages
Katuic languages are a branch of the Austroasiatic language family spoken primarily in Laos, Vietnam, and neighboring regions by various indigenous ethnic groups.
-
C.
Takic languages
Takic languages are a branch of the Uto-Aztecan language family spoken historically in Southern California and neighboring regions by various Indigenous peoples.
-
D.
Pearic languages
Pearic languages are a small, endangered branch of the Austroasiatic language family spoken by indigenous Pearic communities in Cambodia and nearby regions.
-
E.
Semnani languages
Semnani languages are a small group of closely related Northwestern Iranian languages spoken primarily in Iran’s Semnan province, noted for preserving many archaic Iranian features.
- 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: Daju languages Triple: [Nilo-Saharian, hasSubgroup, Daju languages]
Generated description
The Daju languages are a small group of closely related Eastern Sudanic languages spoken primarily in parts of Sudan and Chad.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Daju languages Target entity description: The Daju languages are a small group of closely related Eastern Sudanic languages spoken primarily in parts of Sudan and Chad.
-
A.
Yuin–Kuric languages
The Yuin–Kuric languages are a subgroup of Australian Aboriginal languages traditionally spoken in southeastern Australia, including the language of the Wiradjuri people.
-
B.
Katuic languages
Katuic languages are a branch of the Austroasiatic language family spoken primarily in Laos, Vietnam, and neighboring regions by various indigenous ethnic groups.
-
C.
Takic languages
Takic languages are a branch of the Uto-Aztecan language family spoken historically in Southern California and neighboring regions by various Indigenous peoples.
-
D.
Pearic languages
Pearic languages are a small, endangered branch of the Austroasiatic language family spoken by indigenous Pearic communities in Cambodia and nearby regions.
-
E.
Semnani languages
Semnani languages are a small group of closely related Northwestern Iranian languages spoken primarily in Iran’s Semnan province, noted for preserving many archaic Iranian features.
- 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_69a88aa84bdc819086df50e9c20b301e |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc0913f1c8190ac9cfeb0f1c84a76 |
completed | March 7, 2026, 6:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae6b020e308190a6d5a50a8e808aba |
completed | March 9, 2026, 6:38 a.m. |
| NEDg | Description generation | batch_69ae6b73bb688190bcade17d991c4862 |
completed | March 9, 2026, 6:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae6be4431c81909c9b4ad82226215d |
completed | March 9, 2026, 6:42 a.m. |
Created at: March 4, 2026, 7:47 p.m.