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.