Triple
T2964534
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pulaar |
E80128
|
entity |
| Predicate | standardizationEffortBy |
P1371
|
FINISHED |
| Object | Senegalese language authorities |
E150321
|
NE FINISHED |
How this triple was built (3 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: Senegalese language authorities | Statement: [Pulaar, standardizationEffortBy, Senegalese language authorities]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Senegalese language authorities Context triple: [Pulaar, standardizationEffortBy, Senegalese language authorities]
-
A.
Senegambian languages
Senegambian languages are a branch of the Niger-Congo language family spoken in the Senegambia region of West Africa, known for features such as extensive noun class systems and shared phonological traits.
-
B.
Direction Nationale des Langues Nationales du Mali
The Direction Nationale des Langues Nationales du Mali is a Malian government body responsible for the promotion, standardization, and management of the country’s national languages, including Bambara.
-
C.
Centre de linguistique appliquée de Dakar
chosen
The Centre de linguistique appliquée de Dakar is a Senegalese research and academic institution specializing in the study, teaching, and standardization of local and regional languages, including Wolof.
-
D.
Bambara
Bambara is a major Mande language widely spoken in Mali and neighboring West African countries, serving as a key lingua franca in the region.
-
E.
Senufo languages
Senufo languages are a group of closely related Niger-Congo languages spoken primarily in northern Côte d’Ivoire, Mali, and Burkina Faso by the Senufo people.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: standardizationEffortBy Context triple: [Pulaar, standardizationEffortBy, Senegalese language authorities]
-
A.
hasStandardizationEffort
Indicates that there is an organized effort or process to standardize something, such as practices, formats, or specifications, across relevant entities or contexts.
-
B.
standardizationApproach
Indicates the method or strategy used to establish, implement, or align with a common standard across entities or processes.
-
C.
standardizationInfluence
Indicates the extent to which one entity’s standards, norms, or standardization efforts shape, guide, or constrain another entity’s practices, processes, or specifications.
-
D.
standardizedBy
chosen
Indicates that one entity defines, regulates, or formalizes the standards or specifications by which another entity is created, measured, or operated.
-
E.
standardizedIn
Indicates that something has been formally defined, regulated, or made uniform within a particular standard, framework, or jurisdiction.
- F. None of above.
Provenance (4 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_69ad8b1341848190bd19dbf46892887d |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9958b1e48190a77f37bf63333c5b |
completed | March 8, 2026, 3:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0fc9bc190819087cb35ee7c78825a |
completed | March 11, 2026, 5:24 a.m. |
| PD | Predicate disambiguation | batch_69ad960e71f8819088179d11248c6ed0 |
completed | March 8, 2026, 3:30 p.m. |
Created at: March 8, 2026, 2:58 p.m.