Triple
T12401185
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Igboid languages |
E296255
|
entity |
| Predicate | containsLanguage |
P2177
|
FINISHED |
| Object |
Izii-Ezaa-Ikwo-Mgbo cluster
The Izii-Ezaa-Ikwo-Mgbo cluster is a group of closely related Igboid dialects or languages spoken primarily in southeastern Nigeria.
|
E982980
|
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: Izii-Ezaa-Ikwo-Mgbo cluster | Statement: [Igboid languages, containsLanguage, Izii-Ezaa-Ikwo-Mgbo cluster]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Izii-Ezaa-Ikwo-Mgbo cluster Context triple: [Igboid languages, containsLanguage, Izii-Ezaa-Ikwo-Mgbo cluster]
-
A.
Kofyar cluster
The Kofyar cluster is a group of closely related Plateau languages spoken primarily in central Nigeria.
-
B.
Lugbara–Ma’di cluster
The Lugbara–Ma’di cluster is a group of closely related Central Sudanic languages spoken primarily in northwestern Uganda and neighboring regions of South Sudan and the Democratic Republic of the Congo.
-
C.
Lotuko–Maa cluster
The Lotuko–Maa cluster is a subgroup of Eastern Nilotic languages spoken primarily in South Sudan and Kenya, including languages such as Lotuko and Maasai.
-
D.
Chiga–Nyankore cluster
The Chiga–Nyankore cluster is a group of closely related Bantu languages spoken primarily in southwestern Uganda and neighboring regions.
-
E.
Kulisusu–Koroni cluster
The Kulisusu–Koroni cluster is a subgroup of closely related Austronesian languages spoken in southeastern Sulawesi, Indonesia.
- 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: Izii-Ezaa-Ikwo-Mgbo cluster Triple: [Igboid languages, containsLanguage, Izii-Ezaa-Ikwo-Mgbo cluster]
Generated description
The Izii-Ezaa-Ikwo-Mgbo cluster is a group of closely related Igboid dialects or languages spoken primarily in southeastern Nigeria.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Izii-Ezaa-Ikwo-Mgbo cluster Target entity description: The Izii-Ezaa-Ikwo-Mgbo cluster is a group of closely related Igboid dialects or languages spoken primarily in southeastern Nigeria.
-
A.
Kofyar cluster
The Kofyar cluster is a group of closely related Plateau languages spoken primarily in central Nigeria.
-
B.
Lugbara–Ma’di cluster
The Lugbara–Ma’di cluster is a group of closely related Central Sudanic languages spoken primarily in northwestern Uganda and neighboring regions of South Sudan and the Democratic Republic of the Congo.
-
C.
Lotuko–Maa cluster
The Lotuko–Maa cluster is a subgroup of Eastern Nilotic languages spoken primarily in South Sudan and Kenya, including languages such as Lotuko and Maasai.
-
D.
Chiga–Nyankore cluster
The Chiga–Nyankore cluster is a group of closely related Bantu languages spoken primarily in southwestern Uganda and neighboring regions.
-
E.
Kulisusu–Koroni cluster
The Kulisusu–Koroni cluster is a subgroup of closely related Austronesian languages spoken in southeastern Sulawesi, Indonesia.
- 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_69d6ad9f464c81909db36d7e96e34b9e |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94d46007c81908e0f4b590402bf58 |
completed | April 10, 2026, 7:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f63484c6808190a71d24f8ee3a7e15 |
completed | May 2, 2026, 5:29 p.m. |
| NEDg | Description generation | batch_69f63674aa3c81908ba82a9d246b3b3a |
completed | May 2, 2026, 5:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f63a9b32fc8190ab98492ff91d2a66 |
completed | May 2, 2026, 5:55 p.m. |
Created at: April 8, 2026, 9:55 p.m.