Triple

T1242953
Position Surface form Disambiguated ID Type / Status
Subject Southern Bantoid E26698 entity
Predicate contrastsWith P278 FINISHED
Object Northern Bantoid
Northern Bantoid is a subgroup of Bantoid languages spoken in parts of Central and West Africa, distinguished from Southern Bantoid by its distinct linguistic features and geographic distribution.
E146047 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: Northern Bantoid | Statement: [Southern Bantoid, contrastsWith, Northern Bantoid]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Northern Bantoid
Context triple: [Southern Bantoid, contrastsWith, Northern Bantoid]
  • A. Southern Bantoid
    Southern Bantoid is a major branch of the Bantoid languages that includes the large Bantu language family spoken across much of sub-Saharan Africa.
  • B. Narrow Bantu
    Narrow Bantu refers to the core group of Bantu languages that share a closer common ancestry and more specific linguistic features within the broader Bantu family.
  • C. Southern Bantu
    Southern Bantu is a major branch of the Bantu language family comprising numerous closely related languages spoken primarily in the southern regions of Africa.
  • D. Bamar
    The Bamar are the largest ethnic group in Myanmar, historically dominant in the country’s politics, culture, and language.
  • E. Southern Gondi
    Southern Gondi is a major Dravidian language variety spoken by the Gondi people in central India, distinguished from other Gondi dialects by its own phonological and lexical features.
  • 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: Northern Bantoid
Triple: [Southern Bantoid, contrastsWith, Northern Bantoid]
Generated description
Northern Bantoid is a subgroup of Bantoid languages spoken in parts of Central and West Africa, distinguished from Southern Bantoid by its distinct linguistic features and geographic distribution.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Northern Bantoid
Target entity description: Northern Bantoid is a subgroup of Bantoid languages spoken in parts of Central and West Africa, distinguished from Southern Bantoid by its distinct linguistic features and geographic distribution.
  • A. Southern Bantoid
    Southern Bantoid is a major branch of the Bantoid languages that includes the large Bantu language family spoken across much of sub-Saharan Africa.
  • B. Narrow Bantu
    Narrow Bantu refers to the core group of Bantu languages that share a closer common ancestry and more specific linguistic features within the broader Bantu family.
  • C. Southern Bantu
    Southern Bantu is a major branch of the Bantu language family comprising numerous closely related languages spoken primarily in the southern regions of Africa.
  • D. Bamar
    The Bamar are the largest ethnic group in Myanmar, historically dominant in the country’s politics, culture, and language.
  • E. Southern Gondi
    Southern Gondi is a major Dravidian language variety spoken by the Gondi people in central India, distinguished from other Gondi dialects by its own phonological and lexical features.
  • 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_69a4948689d08190b3a4a3f388c02148 completed March 1, 2026, 7:33 p.m.
NER Named-entity recognition batch_69a4bf61fadc8190b7b9e23eaa15a61d completed March 1, 2026, 10:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69aca2ed73248190b03fd6085dec9d8c completed March 7, 2026, 10:13 p.m.
NEDg Description generation batch_69aca3752a3c81908bd6d9744ad5f5a2 completed March 7, 2026, 10:15 p.m.
NED2 Entity disambiguation (via description) batch_69aca3e44bf481908c5726adddc4b428 completed March 7, 2026, 10:17 p.m.
Created at: March 1, 2026, 7:47 p.m.