Triple
T14576526
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Proto–Benue–Congo language |
E342066
|
entity |
| Predicate | hasDescendant |
P3654
|
FINISHED |
| Object |
Gwari language
Gwari language is a Central Nigerian language spoken primarily by the Gwari (Gbagyi) people in central Nigeria.
|
E1106090
|
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: Gwari language | Statement: [Proto–Benue–Congo language, hasDescendant, Gwari language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gwari language Context triple: [Proto–Benue–Congo language, hasDescendant, Gwari language]
-
A.
Gworam language
The Gworam language is a Plateau language of central Nigeria spoken by the Gworam people and closely related to other Angas–Sura varieties.
-
B.
Glaro-Twabo language
The Glaro-Twabo language is a lesser-known Kru language spoken by communities in West Africa, particularly in Liberia and neighboring regions.
-
C.
Warji language
Warji language is a West Chadic language spoken primarily in Bauchi State, northern Nigeria, by the Warji people.
-
D.
Tawbuid language
The Tawbuid language is an Austronesian language spoken by the Tawbuid (Batangan) Mangyan people of Mindoro in the Philippines, closely related to other South Mangyan languages.
-
E.
Zaiwa language
The Zaiwa language is a Tibeto-Burman language spoken primarily by the Zaiwa people in parts of Yunnan, China and northern Myanmar.
- 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: Gwari language Triple: [Proto–Benue–Congo language, hasDescendant, Gwari language]
Generated description
Gwari language is a Central Nigerian language spoken primarily by the Gwari (Gbagyi) people in central Nigeria.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gwari language Target entity description: Gwari language is a Central Nigerian language spoken primarily by the Gwari (Gbagyi) people in central Nigeria.
-
A.
Gworam language
The Gworam language is a Plateau language of central Nigeria spoken by the Gworam people and closely related to other Angas–Sura varieties.
-
B.
Glaro-Twabo language
The Glaro-Twabo language is a lesser-known Kru language spoken by communities in West Africa, particularly in Liberia and neighboring regions.
-
C.
Warji language
Warji language is a West Chadic language spoken primarily in Bauchi State, northern Nigeria, by the Warji people.
-
D.
Tawbuid language
The Tawbuid language is an Austronesian language spoken by the Tawbuid (Batangan) Mangyan people of Mindoro in the Philippines, closely related to other South Mangyan languages.
-
E.
Zaiwa language
The Zaiwa language is a Tibeto-Burman language spoken primarily by the Zaiwa people in parts of Yunnan, China and northern Myanmar.
- 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_69d822dcc6248190bed689984bceb0e2 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb3f5ec448190b2ef887fdf7b633e |
completed | April 14, 2026, 9:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd8ace7da48190880a736ead5c4055 |
completed | May 8, 2026, 7:03 a.m. |
| NEDg | Description generation | batch_69fd8bb3c1188190b158d30e9c962911 |
completed | May 8, 2026, 7:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd8c6e7d448190835f87e27c998623 |
completed | May 8, 2026, 7:10 a.m. |
Created at: April 10, 2026, 1:24 a.m.