Triple
T11856792
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | West Central Sudanic languages |
E282059
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Gula language
The Gula language is a Central Sudanic language spoken by the Gula people in parts of Central Africa, particularly in the Central African Republic and neighboring regions.
|
E949116
|
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: Gula language | Statement: [West Central Sudanic languages, hasMember, Gula language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gula language Context triple: [West Central Sudanic languages, hasMember, Gula language]
-
A.
Gule language
The Gule language is an endangered Nilo-Saharan language formerly spoken by a small ethnic group in the border region of Sudan and Ethiopia.
-
B.
Gura language
The Gura language is an Ethiopian Semitic language spoken by the Gurage people in central Ethiopia.
-
C.
Galela language
The Galela language is an Austronesian language spoken by the Galela people in northern Halmahera, Indonesia.
-
D.
Gulaʼalaa language
The Gulaʼalaa language is an Oceanic language spoken by a community on Malaita Island in the Solomon Islands.
-
E.
Ngulu language
The Ngulu language is a Bantu language spoken in parts of East Africa, particularly in Tanzania, and is part of the larger Northeast Coast Bantu subgroup.
- 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: Gula language Triple: [West Central Sudanic languages, hasMember, Gula language]
Generated description
The Gula language is a Central Sudanic language spoken by the Gula people in parts of Central Africa, particularly in the Central African Republic and neighboring regions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gula language Target entity description: The Gula language is a Central Sudanic language spoken by the Gula people in parts of Central Africa, particularly in the Central African Republic and neighboring regions.
-
A.
Gule language
The Gule language is an endangered Nilo-Saharan language formerly spoken by a small ethnic group in the border region of Sudan and Ethiopia.
-
B.
Gura language
The Gura language is an Ethiopian Semitic language spoken by the Gurage people in central Ethiopia.
-
C.
Galela language
The Galela language is an Austronesian language spoken by the Galela people in northern Halmahera, Indonesia.
-
D.
Gulaʼalaa language
The Gulaʼalaa language is an Oceanic language spoken by a community on Malaita Island in the Solomon Islands.
-
E.
Ngulu language
The Ngulu language is a Bantu language spoken in parts of East Africa, particularly in Tanzania, and is part of the larger Northeast Coast Bantu subgroup.
- 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_69d6ab287ba48190a5178779fd19b9b7 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a699089c8190b7a298baf13dcded |
completed | April 10, 2026, 7:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f167d9b9e8819093582637941fc5ca |
completed | April 29, 2026, 2:07 a.m. |
| NEDg | Description generation | batch_69f17006e6108190b51b20ddf6d2368c |
completed | April 29, 2026, 2:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f17819af5c8190a98db3cd8eff8da2 |
completed | April 29, 2026, 3:16 a.m. |
Created at: April 8, 2026, 9:43 p.m.