Triple
T9269679
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Angas–Sura subgroup |
E222792
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
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.
|
E788588
|
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: Gworam language | Statement: [Angas–Sura subgroup, hasMember, Gworam language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gworam language Context triple: [Angas–Sura subgroup, hasMember, Gworam language]
-
A.
Gumer language
The Gumer language is an Afroasiatic Semitic language spoken by the Gumer people of the Gurage region in central Ethiopia.
-
B.
Gogot language
The Gogot language is a lesser-known Ethiosemitic language spoken by the Gurage people of Ethiopia.
-
C.
Lasgerdi language
The Lasgerdi language is an Iranian language spoken in parts of north-central Iran and classified within the Semnani branch of Northwestern Iranian languages.
-
D.
Woccon language
The Woccon language is an extinct Indigenous language of the Siouan family once spoken in what is now North Carolina.
-
E.
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.
- 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: Gworam language Triple: [Angas–Sura subgroup, hasMember, Gworam language]
Generated description
The Gworam language is a Plateau language of central Nigeria spoken by the Gworam people and closely related to other Angas–Sura varieties.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gworam language Target entity description: The Gworam language is a Plateau language of central Nigeria spoken by the Gworam people and closely related to other Angas–Sura varieties.
-
A.
Gumer language
The Gumer language is an Afroasiatic Semitic language spoken by the Gumer people of the Gurage region in central Ethiopia.
-
B.
Gogot language
The Gogot language is a lesser-known Ethiosemitic language spoken by the Gurage people of Ethiopia.
-
C.
Lasgerdi language
The Lasgerdi language is an Iranian language spoken in parts of north-central Iran and classified within the Semnani branch of Northwestern Iranian languages.
-
D.
Woccon language
The Woccon language is an extinct Indigenous language of the Siouan family once spoken in what is now North Carolina.
-
E.
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.
- 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_69ca841ffe208190aa7bcffbef2f8379 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd074ef7408190b213c09491918132 |
completed | April 1, 2026, 11:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d09c2239a08190b954c8c57ced8fd2 |
completed | April 4, 2026, 5:05 a.m. |
| NEDg | Description generation | batch_69d09cf1f2f48190b53e062c3eb4565d |
completed | April 4, 2026, 5:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d09d914d688190af609c4485c746cc |
completed | April 4, 2026, 5:11 a.m. |
Created at: March 30, 2026, 7:33 p.m.