Triple
T12039738
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Defoid languages |
E286628
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Ayere–Ahan languages
The Ayere–Ahan languages are a small subgroup of closely related Niger-Congo languages spoken primarily in southwestern Nigeria.
|
E963547
|
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: Ayere–Ahan languages | Statement: [Defoid languages, hasSubgroup, Ayere–Ahan languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ayere–Ahan languages Context triple: [Defoid languages, hasSubgroup, Ayere–Ahan languages]
-
A.
Ubangian languages
The Ubangian languages are a group of closely related languages spoken primarily in the Central African Republic and surrounding regions, often considered a branch of the Niger–Congo or an independent language family.
-
B.
Bongo–Baka languages
The Bongo–Baka languages are a subgroup of Central Sudanic languages spoken primarily in parts of South Sudan and neighboring regions.
-
C.
Bongo–Bagirmi languages
The Bongo–Bagirmi languages are a subgroup of Central Sudanic languages spoken primarily in South Sudan, Chad, and the Central African Republic.
-
D.
Teke–Mbede languages
The Teke–Mbede languages are a group of closely related Bantu languages spoken primarily in Gabon and neighboring Central African countries.
-
E.
Gurunsi languages
Gurunsi languages are a subgroup of Gur languages spoken primarily in Burkina Faso and Ghana, known for their linguistic diversity and complex tonal systems.
- 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: Ayere–Ahan languages Triple: [Defoid languages, hasSubgroup, Ayere–Ahan languages]
Generated description
The Ayere–Ahan languages are a small subgroup of closely related Niger-Congo languages spoken primarily in southwestern Nigeria.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ayere–Ahan languages Target entity description: The Ayere–Ahan languages are a small subgroup of closely related Niger-Congo languages spoken primarily in southwestern Nigeria.
-
A.
Ubangian languages
The Ubangian languages are a group of closely related languages spoken primarily in the Central African Republic and surrounding regions, often considered a branch of the Niger–Congo or an independent language family.
-
B.
Bongo–Baka languages
The Bongo–Baka languages are a subgroup of Central Sudanic languages spoken primarily in parts of South Sudan and neighboring regions.
-
C.
Bongo–Bagirmi languages
The Bongo–Bagirmi languages are a subgroup of Central Sudanic languages spoken primarily in South Sudan, Chad, and the Central African Republic.
-
D.
Teke–Mbede languages
The Teke–Mbede languages are a group of closely related Bantu languages spoken primarily in Gabon and neighboring Central African countries.
-
E.
Gurunsi languages
Gurunsi languages are a subgroup of Gur languages spoken primarily in Burkina Faso and Ghana, known for their linguistic diversity and complex tonal systems.
- 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_69d6ab4669e48190b59246358b0383ab |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d9040c1a6c8190aea1388e82dd8f5a |
completed | April 10, 2026, 2:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f5f64826a481908a09ca1c91c4e04f |
completed | May 2, 2026, 1:04 p.m. |
| NEDg | Description generation | batch_69f5fde880f4819094b2170bf4e82138 |
completed | May 2, 2026, 1:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f5ffc563a08190b95db768df475a3a |
completed | May 2, 2026, 1:44 p.m. |
Created at: April 8, 2026, 9:47 p.m.