Triple
T2882051
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muskogean languages |
E59418
|
entity |
| Predicate | subclassOf |
P1244
|
FINISHED |
| Object |
North American language family
The North American language family comprises the indigenous language groups native to the North American continent, encompassing diverse linguistic traditions such as the Muskogean languages.
|
E307023
|
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: North American language family | Statement: [Muskogean languages, subclassOf, North American language family]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North American language family Context triple: [Muskogean languages, subclassOf, North American language family]
-
A.
Indo-European language family
The Indo-European language family is a major global language group that includes many of the world’s most widely spoken languages across Europe and large parts of Asia.
-
B.
Algonquian languages
The Algonquian languages are a large family of Indigenous languages of North America historically spoken from the Atlantic Coast to the Great Plains, including well-known languages such as Ojibwe, Cree, and Wampanoag.
-
C.
Proto-Algonquian language
Proto-Algonquian language is the reconstructed common ancestor of the Algonquian language family, from which languages like Miami-Illinois, Ojibwe, and Cree are derived.
-
D.
Iroquoian languages
The Iroquoian languages are a family of indigenous North American languages historically spoken by the Iroquois and related peoples in the northeastern woodlands and southeastern regions of what is now the United States and Canada.
-
E.
Na-Dene
Na-Dene is a major Native North American language family that includes Athabaskan languages, Tlingit, and sometimes Eyak, noted for its complex phonology and verb morphology.
- 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: North American language family Triple: [Muskogean languages, subclassOf, North American language family]
Generated description
The North American language family comprises the indigenous language groups native to the North American continent, encompassing diverse linguistic traditions such as the Muskogean languages.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: North American language family Target entity description: The North American language family comprises the indigenous language groups native to the North American continent, encompassing diverse linguistic traditions such as the Muskogean languages.
-
A.
Indo-European language family
The Indo-European language family is a major global language group that includes many of the world’s most widely spoken languages across Europe and large parts of Asia.
-
B.
Algonquian languages
The Algonquian languages are a large family of Indigenous languages of North America historically spoken from the Atlantic Coast to the Great Plains, including well-known languages such as Ojibwe, Cree, and Wampanoag.
-
C.
Proto-Algonquian language
Proto-Algonquian language is the reconstructed common ancestor of the Algonquian language family, from which languages like Miami-Illinois, Ojibwe, and Cree are derived.
-
D.
Iroquoian languages
The Iroquoian languages are a family of indigenous North American languages historically spoken by the Iroquois and related peoples in the northeastern woodlands and southeastern regions of what is now the United States and Canada.
-
E.
Na-Dene
Na-Dene is a major Native North American language family that includes Athabaskan languages, Tlingit, and sometimes Eyak, noted for its complex phonology and verb morphology.
- 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_69ab4ac739188190a112f42a5a69c951 |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abe02aa5948190a2e0bd9168232bd5 |
completed | March 7, 2026, 8:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b03167d7dc819093e91e0d42f3de6f |
completed | March 10, 2026, 2:57 p.m. |
| NEDg | Description generation | batch_69b03549ed388190b478614397076361 |
completed | March 10, 2026, 3:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b035f849888190a5b9ee15aa456522 |
completed | March 10, 2026, 3:17 p.m. |
Created at: March 6, 2026, 10:03 p.m.