Triple
T2084726
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Luo language |
E45322
|
entity |
| Predicate | hasLinguisticClassificationSource |
P35713
|
FINISHED |
| Object |
Ethnologue
Ethnologue is a comprehensive reference work that catalogs and provides detailed information on the world’s known living languages.
|
E231982
|
NE FINISHED |
How this triple was built (5 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: Ethnologue | Statement: [Luo language, hasLinguisticClassificationSource, Ethnologue]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ethnologue Context triple: [Luo language, hasLinguisticClassificationSource, Ethnologue]
-
A.
UNESCO Atlas of the World’s Languages in Danger
The UNESCO Atlas of the World’s Languages in Danger is an online reference work that documents and maps endangered languages worldwide, providing information on their vitality and risk of extinction.
-
B.
Maipurean languages
The Maipurean languages are a major branch of the Arawakan language family, historically spoken across large areas of northern South America and the Caribbean.
-
C.
Zenati languages
The Zenati languages are a branch of the Berber language family spoken primarily in North Africa, especially across parts of Algeria, Morocco, and Tunisia.
-
D.
Logba language
The Logba language is a Niger-Congo language spoken by the Logba people of southeastern Ghana.
-
E.
Tebu languages
The Tebu languages are a group of closely related Saharan languages spoken primarily by the Tebu people across parts of Chad, Niger, and Libya.
- 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: Ethnologue Triple: [Luo language, hasLinguisticClassificationSource, Ethnologue]
Generated description
Ethnologue is a comprehensive reference work that catalogs and provides detailed information on the world’s known living languages.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ethnologue Target entity description: Ethnologue is a comprehensive reference work that catalogs and provides detailed information on the world’s known living languages.
-
A.
UNESCO Atlas of the World’s Languages in Danger
The UNESCO Atlas of the World’s Languages in Danger is an online reference work that documents and maps endangered languages worldwide, providing information on their vitality and risk of extinction.
-
B.
Maipurean languages
The Maipurean languages are a major branch of the Arawakan language family, historically spoken across large areas of northern South America and the Caribbean.
-
C.
Zenati languages
The Zenati languages are a branch of the Berber language family spoken primarily in North Africa, especially across parts of Algeria, Morocco, and Tunisia.
-
D.
Logba language
The Logba language is a Niger-Congo language spoken by the Logba people of southeastern Ghana.
-
E.
Tebu languages
The Tebu languages are a group of closely related Saharan languages spoken primarily by the Tebu people across parts of Chad, Niger, and Libya.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasLinguisticClassificationSource Context triple: [Luo language, hasLinguisticClassificationSource, Ethnologue]
-
A.
hasLinguisticCode
Indicates that an entity is associated with a specific linguistic identifier or code (such as a language or script code) that characterizes its linguistic properties.
-
B.
hasLinguisticDomain
Indicates that something (such as a term, expression, or resource) is associated with or applies within a particular linguistic domain or language context.
-
C.
linguisticClassification
Indicates the relationship by which an entity is categorized according to its language or linguistic type.
-
D.
hasLinguisticFeature
Indicates that an entity possesses a particular linguistic property, trait, or characteristic.
-
E.
hasLinguisticTypology
Indicates a relationship where a language or linguistic system is characterized by a specific typological classification or structural type.
- F. None of above. chosen
Provenance (7 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_69a8891869c88190a02643e3bb746f59 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abba53d4488190a7d9eabcb6904e8e |
completed | March 7, 2026, 5:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae273f8e3481908c45f1686072a95d |
completed | March 9, 2026, 1:49 a.m. |
| NEDg | Description generation | batch_69ae29284a90819088ce2344b139e714 |
completed | March 9, 2026, 1:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae29c9b6ac8190a0256fb911afaf72 |
completed | March 9, 2026, 2 a.m. |
| PD | Predicate disambiguation | batch_69abb7b298a48190b4bdf7c9800b058d |
completed | March 7, 2026, 5:29 a.m. |
| PDg | Predicate description generation | batch_69abb94ec400819097596732aabed854 |
completed | March 7, 2026, 5:36 a.m. |
Created at: March 4, 2026, 7:41 p.m.