Triple

T10902156
Position Surface form Disambiguated ID Type / Status
Subject Jivaroan languages E257471 entity
Predicate possibleRelation P42547 FINISHED
Object Macro-Jê hypothesis (disputed)
The Macro-Jê hypothesis (disputed) is a proposed but controversial language macro-family that seeks to group the Jê languages of Brazil with several other South American language families into a larger genetic unit.
E891821 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: Macro-Jê hypothesis (disputed) | Statement: [Jivaroan languages, possibleRelation, Macro-Jê hypothesis (disputed)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Macro-Jê hypothesis (disputed)
Context triple: [Jivaroan languages, possibleRelation, Macro-Jê hypothesis (disputed)]
  • A. Nostratic hypothesis
    The Nostratic hypothesis is a controversial linguistic theory proposing that several major language families of Eurasia and sometimes beyond share a common ancestral proto-language.
  • B. Austro-Tai hypothesis
    The Austro-Tai hypothesis is a proposed macro-family in historical linguistics that suggests a genetic relationship between the Tai–Kadai languages and the Austronesian language family.
  • C. Sunda-Sulawesi hypothesis
    The Sunda-Sulawesi hypothesis is a proposed subgrouping within the Austronesian language family that suggests a closer genetic relationship among certain languages spoken in western Indonesia and surrounding regions.
  • D. Ural–Altaic hypothesis (disputed via Korean)
    The Ural–Altaic hypothesis (disputed via Korean) is an outdated and largely rejected linguistic theory that proposed a genetic relationship between the Uralic and Altaic language families, sometimes controversially including Korean among them.
  • E. Sino-Austronesian (hypothesized)
    Sino-Austronesian (hypothesized) is a proposed macro-family in historical linguistics that suggests a distant genetic relationship between certain East Asian language groups, such as Hmong-Mien, and the Austronesian languages.
  • 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: Macro-Jê hypothesis (disputed)
Triple: [Jivaroan languages, possibleRelation, Macro-Jê hypothesis (disputed)]
Generated description
The Macro-Jê hypothesis (disputed) is a proposed but controversial language macro-family that seeks to group the Jê languages of Brazil with several other South American language families into a larger genetic unit.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Macro-Jê hypothesis (disputed)
Target entity description: The Macro-Jê hypothesis (disputed) is a proposed but controversial language macro-family that seeks to group the Jê languages of Brazil with several other South American language families into a larger genetic unit.
  • A. Nostratic hypothesis
    The Nostratic hypothesis is a controversial linguistic theory proposing that several major language families of Eurasia and sometimes beyond share a common ancestral proto-language.
  • B. Austro-Tai hypothesis
    The Austro-Tai hypothesis is a proposed macro-family in historical linguistics that suggests a genetic relationship between the Tai–Kadai languages and the Austronesian language family.
  • C. Sunda-Sulawesi hypothesis
    The Sunda-Sulawesi hypothesis is a proposed subgrouping within the Austronesian language family that suggests a closer genetic relationship among certain languages spoken in western Indonesia and surrounding regions.
  • D. Ural–Altaic hypothesis (disputed via Korean)
    The Ural–Altaic hypothesis (disputed via Korean) is an outdated and largely rejected linguistic theory that proposed a genetic relationship between the Uralic and Altaic language families, sometimes controversially including Korean among them.
  • E. Sino-Austronesian (hypothesized)
    Sino-Austronesian (hypothesized) is a proposed macro-family in historical linguistics that suggests a distant genetic relationship between certain East Asian language groups, such as Hmong-Mien, and the Austronesian languages.
  • 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_69d6aa8550c8819095508a2ed9acf3db completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d761a3e83c81908dc48c0fb7935da7 completed April 9, 2026, 8:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69e1553bb88c8190b9730a31977e1dd1 completed April 16, 2026, 9:31 p.m.
NEDg Description generation batch_69e175e336848190b2c7226524266efa completed April 16, 2026, 11:50 p.m.
NED2 Entity disambiguation (via description) batch_69e17d46b7b881908bc3246b462f4612 completed April 17, 2026, 12:22 a.m.
Created at: April 8, 2026, 9:22 p.m.