Triple

T9352301
Position Surface form Disambiguated ID Type / Status
Subject Ngamo E225046 entity
Predicate isPartOf P10 FINISHED
Object Bole–Angas group
The Bole–Angas group is a subgroup of West Chadic languages spoken primarily in northern and central Nigeria.
E793219 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: Bole–Angas group | Statement: [Ngamo, isPartOf, Bole–Angas group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bole–Angas group
Context triple: [Ngamo, isPartOf, Bole–Angas group]
  • A. Mischabel group
    The Mischabel group is a prominent mountain massif in the Swiss Alps known for including several of the highest peaks in Switzerland, such as the Dom.
  • B. Tswa-Ronga group
    The Tswa-Ronga group is a closely related cluster of Bantu languages spoken primarily in southern Mozambique and neighboring regions, encompassing varieties such as Tswa, Ronga, and Tsonga.
  • C. Undugu group
    The Undugu group was a regional cooperative framework among Nile Basin countries that laid early groundwork for collaborative management and development of the river’s shared water resources.
  • D. United Civil Front
    The United Civil Front is a Russian opposition political movement known for advocating democracy and civil liberties against Vladimir Putin’s government.
  • E. Grupo dos Cinco
    Grupo dos Cinco was a pioneering group of early 20th-century Brazilian modernist artists and writers who played a key role in shaping modern art and literature in Brazil.
  • 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: Bole–Angas group
Triple: [Ngamo, isPartOf, Bole–Angas group]
Generated description
The Bole–Angas group is a subgroup of West Chadic languages spoken primarily in northern and central Nigeria.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bole–Angas group
Target entity description: The Bole–Angas group is a subgroup of West Chadic languages spoken primarily in northern and central Nigeria.
  • A. Mischabel group
    The Mischabel group is a prominent mountain massif in the Swiss Alps known for including several of the highest peaks in Switzerland, such as the Dom.
  • B. Tswa-Ronga group
    The Tswa-Ronga group is a closely related cluster of Bantu languages spoken primarily in southern Mozambique and neighboring regions, encompassing varieties such as Tswa, Ronga, and Tsonga.
  • C. Undugu group
    The Undugu group was a regional cooperative framework among Nile Basin countries that laid early groundwork for collaborative management and development of the river’s shared water resources.
  • D. United Civil Front
    The United Civil Front is a Russian opposition political movement known for advocating democracy and civil liberties against Vladimir Putin’s government.
  • E. Grupo dos Cinco
    Grupo dos Cinco was a pioneering group of early 20th-century Brazilian modernist artists and writers who played a key role in shaping modern art and literature in Brazil.
  • 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_69ca842abfd48190949d71c3b86eeba8 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd4f93a9848190ad2ae24f2aa607d2 completed April 1, 2026, 5:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69d0e44f0a7881908b53a97715f4c6da completed April 4, 2026, 10:13 a.m.
NEDg Description generation batch_69d0e5752a38819089b23ac52f0a6a39 completed April 4, 2026, 10:18 a.m.
NED2 Entity disambiguation (via description) batch_69d0e64cb4dc81908cef7d729d9cfb4d completed April 4, 2026, 10:22 a.m.
Created at: March 30, 2026, 7:41 p.m.