Triple

T16767738
Position Surface form Disambiguated ID Type / Status
Subject Akassa language E407509 entity
Predicate isPartOf P10 FINISHED
Object Southwestern Ijo cluster
The Southwestern Ijo cluster is a group of closely related Ijoid languages spoken in the Niger Delta region of southern Nigeria.
E1231993 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: Southwestern Ijo cluster | Statement: [Akassa language, isPartOf, Southwestern Ijo cluster]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Southwestern Ijo cluster
Context triple: [Akassa language, isPartOf, Southwestern Ijo cluster]
  • A. 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.
  • B. Chiga–Nyankore cluster
    The Chiga–Nyankore cluster is a group of closely related Bantu languages spoken primarily in southwestern Uganda and neighboring regions.
  • C. 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.
  • D. Ogun River region
    The Ogun River region is a historically important area in southwestern Nigeria that served as a key theater of 19th-century conflicts and trade around the city of Abeokuta.
  • E. Urhobo
    Urhobo is an ethnic group primarily located in the Niger Delta region of southern Nigeria, known for its rich cultural traditions, language, and festivals.
  • 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: Southwestern Ijo cluster
Triple: [Akassa language, isPartOf, Southwestern Ijo cluster]
Generated description
The Southwestern Ijo cluster is a group of closely related Ijoid languages spoken in the Niger Delta region of southern Nigeria.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Southwestern Ijo cluster
Target entity description: The Southwestern Ijo cluster is a group of closely related Ijoid languages spoken in the Niger Delta region of southern Nigeria.
  • A. 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.
  • B. Chiga–Nyankore cluster
    The Chiga–Nyankore cluster is a group of closely related Bantu languages spoken primarily in southwestern Uganda and neighboring regions.
  • C. 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.
  • D. Ogun River region
    The Ogun River region is a historically important area in southwestern Nigeria that served as a key theater of 19th-century conflicts and trade around the city of Abeokuta.
  • E. Urhobo
    Urhobo is an ethnic group primarily located in the Niger Delta region of southern Nigeria, known for its rich cultural traditions, language, and festivals.
  • 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_69d8839174188190909f190097207065 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3b033d6b88190a1366a58d63b0546 completed April 18, 2026, 4:24 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00a531ea7c81908630f16f6c685d49 completed May 10, 2026, 3:33 p.m.
NEDg Description generation batch_6a00a5b3ce848190a73f06d9708bfc85 completed May 10, 2026, 3:35 p.m.
NED2 Entity disambiguation (via description) batch_6a00a6734d008190bb0a5aa28826e73a completed May 10, 2026, 3:38 p.m.
Created at: April 10, 2026, 5:21 a.m.