Triple

T2254220
Position Surface form Disambiguated ID Type / Status
Subject Joseph Greenberg E49682 entity
Predicate proposed P32 FINISHED
Object Amerind as a macro-family of the Americas
Amerind as a macro-family of the Americas is a controversial linguistic hypothesis that groups most Indigenous languages of the Americas into a single, large language family.
E247238 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: Amerind as a macro-family of the Americas | Statement: [Joseph Greenberg, proposed, Amerind as a macro-family of the Americas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Amerind as a macro-family of the Americas
Context triple: [Joseph Greenberg, proposed, Amerind as a macro-family of the Americas]
  • A. indigenous peoples of the Americas
    Indigenous peoples of the Americas are the diverse original inhabitants of North, Central, and South America, encompassing numerous distinct cultures, languages, and societies that long predate European contact.
  • B. Mesoamerican linguistic area
    The Mesoamerican linguistic area is a Sprachbund in which numerous indigenous language families, including Mayan, share convergent structural features due to long-term contact rather than common ancestry.
  • C. Andean linguistic area
    The Andean linguistic area is a region of the central Andes where diverse languages have converged to share common structural features through long-term contact and interaction.
  • D. Indigenous peoples of the Guianas
    Indigenous peoples of the Guianas are the original Amerindian inhabitants of the Guiana region in northeastern South America, encompassing diverse tribes with distinct languages, cultures, and histories across areas including French Guiana.
  • E. Archaic period in the Americas
    The Archaic period in the Americas was a long prehistoric era marked by hunter-gatherer societies gradually adopting more settled lifeways, regional diversification, and early plant domestication before the rise of complex agricultural civilizations.
  • 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: Amerind as a macro-family of the Americas
Triple: [Joseph Greenberg, proposed, Amerind as a macro-family of the Americas]
Generated description
Amerind as a macro-family of the Americas is a controversial linguistic hypothesis that groups most Indigenous languages of the Americas into a single, large language family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Amerind as a macro-family of the Americas
Target entity description: Amerind as a macro-family of the Americas is a controversial linguistic hypothesis that groups most Indigenous languages of the Americas into a single, large language family.
  • A. indigenous peoples of the Americas
    Indigenous peoples of the Americas are the diverse original inhabitants of North, Central, and South America, encompassing numerous distinct cultures, languages, and societies that long predate European contact.
  • B. Mesoamerican linguistic area
    The Mesoamerican linguistic area is a Sprachbund in which numerous indigenous language families, including Mayan, share convergent structural features due to long-term contact rather than common ancestry.
  • C. Andean linguistic area
    The Andean linguistic area is a region of the central Andes where diverse languages have converged to share common structural features through long-term contact and interaction.
  • D. Indigenous peoples of the Guianas
    Indigenous peoples of the Guianas are the original Amerindian inhabitants of the Guiana region in northeastern South America, encompassing diverse tribes with distinct languages, cultures, and histories across areas including French Guiana.
  • E. Archaic period in the Americas
    The Archaic period in the Americas was a long prehistoric era marked by hunter-gatherer societies gradually adopting more settled lifeways, regional diversification, and early plant domestication before the rise of complex agricultural civilizations.
  • 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_69a88aaa9250819095e127d0d77e8a32 completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc12029548190af9f2cdd7a4de2d6 completed March 7, 2026, 6:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6b1dd6fc8190bd762fb3a17258b0 completed March 9, 2026, 6:39 a.m.
NEDg Description generation batch_69ae6bbdef14819084b96389435ca080 completed March 9, 2026, 6:42 a.m.
NED2 Entity disambiguation (via description) batch_69ae6c2cfac48190b0425088e79cd122 completed March 9, 2026, 6:43 a.m.
Created at: March 4, 2026, 7:47 p.m.