Triple

T11371472
Position Surface form Disambiguated ID Type / Status
Subject Gurma language E269349 entity
Predicate belongsToBranch P4276 FINISHED
Object Gurma branch of Gur
The Gurma branch of Gur is a subgroup of the Gur language family comprising several closely related languages spoken primarily in parts of Burkina Faso, Togo, Benin, Niger, and neighboring regions of West Africa.
E921887 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: Gurma branch of Gur | Statement: [Gurma language, belongsToBranch, Gurma branch of Gur]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gurma branch of Gur
Context triple: [Gurma language, belongsToBranch, Gurma branch of Gur]
  • A. Arghu (Khalaj) branch
    The Arghu (Khalaj) branch is a highly divergent and archaic subgroup of the Turkic languages, best known for preserving many ancient phonological and grammatical features lost in other Turkic branches.
  • B. Coracholan branch
    The Coracholan branch is a subgroup of the Uto-Aztecan language family comprising closely related indigenous languages historically spoken in western Mexico.
  • C. Katuic branch
    The Katuic branch is a subgroup of Austroasiatic languages spoken primarily in Laos, Vietnam, and neighboring regions by various indigenous ethnic communities.
  • D. Moru–Madi branch of Central Sudanic
    The Moru–Madi branch of Central Sudanic is a subgroup of related languages within the Central Sudanic family spoken primarily in parts of South Sudan, Uganda, and the Democratic Republic of the Congo.
  • E. Qadiriyya Sufi tradition
    The Qadiriyya Sufi tradition is one of the oldest and most widespread Sufi orders in Islam, known for its emphasis on spiritual purification, devotion, and charitable works.
  • 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: Gurma branch of Gur
Triple: [Gurma language, belongsToBranch, Gurma branch of Gur]
Generated description
The Gurma branch of Gur is a subgroup of the Gur language family comprising several closely related languages spoken primarily in parts of Burkina Faso, Togo, Benin, Niger, and neighboring regions of West Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gurma branch of Gur
Target entity description: The Gurma branch of Gur is a subgroup of the Gur language family comprising several closely related languages spoken primarily in parts of Burkina Faso, Togo, Benin, Niger, and neighboring regions of West Africa.
  • A. Arghu (Khalaj) branch
    The Arghu (Khalaj) branch is a highly divergent and archaic subgroup of the Turkic languages, best known for preserving many ancient phonological and grammatical features lost in other Turkic branches.
  • B. Coracholan branch
    The Coracholan branch is a subgroup of the Uto-Aztecan language family comprising closely related indigenous languages historically spoken in western Mexico.
  • C. Katuic branch
    The Katuic branch is a subgroup of Austroasiatic languages spoken primarily in Laos, Vietnam, and neighboring regions by various indigenous ethnic communities.
  • D. Moru–Madi branch of Central Sudanic
    The Moru–Madi branch of Central Sudanic is a subgroup of related languages within the Central Sudanic family spoken primarily in parts of South Sudan, Uganda, and the Democratic Republic of the Congo.
  • E. Qadiriyya Sufi tradition
    The Qadiriyya Sufi tradition is one of the oldest and most widespread Sufi orders in Islam, known for its emphasis on spiritual purification, devotion, and charitable works.
  • 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_69d6aacca1048190b39dbbc2174616fa completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7ea8b196881909af9b138661e816d completed April 9, 2026, 6:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5568516a481909ea66cbe53968e84 completed April 19, 2026, 10:26 p.m.
NEDg Description generation batch_69e562c7de3c8190befb6d7131129a2c completed April 19, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_69e56a776390819082d47ad00cf1862b completed April 19, 2026, 11:51 p.m.
Created at: April 8, 2026, 9:33 p.m.