Triple

T10909547
Position Surface form Disambiguated ID Type / Status
Subject Cahuapanan E257657 entity
Predicate hasProposedRelationshipWith P56226 FINISHED
Object Macro-Andean hypothesis
The Macro-Andean hypothesis is a proposed large-scale language family grouping that suggests a distant genetic relationship among several indigenous South American language families, including Cahuapanan.
E892644 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-Andean hypothesis | Statement: [Cahuapanan, hasProposedRelationshipWith, Macro-Andean hypothesis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Macro-Andean hypothesis
Context triple: [Cahuapanan, hasProposedRelationshipWith, Macro-Andean hypothesis]
  • A. 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.
  • B. Indo-Pacific hypothesis
    The Indo-Pacific hypothesis is a controversial linguistic proposal suggesting a genetic relationship among various Papuan and other languages across the Indo-Pacific region.
  • C. Andes biodiversity hotspots
    The Andes biodiversity hotspots are exceptionally species-rich regions along the Andes Mountains, renowned for their high levels of endemism and critical importance for global conservation.
  • D. Greater North Borneo hypothesis
    The Greater North Borneo hypothesis is a linguistic proposal that groups several Austronesian languages of Borneo and surrounding regions into a single higher-order subgroup based on shared innovations and historical relationships.
  • E. Great American Biotic Interchange between North and South America
    The Great American Biotic Interchange between North and South America was a major paleozoogeographic event in which land and freshwater animals migrated between the two continents after the formation of the Isthmus of Panama, profoundly reshaping their ecosystems and faunas.
  • 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-Andean hypothesis
Triple: [Cahuapanan, hasProposedRelationshipWith, Macro-Andean hypothesis]
Generated description
The Macro-Andean hypothesis is a proposed large-scale language family grouping that suggests a distant genetic relationship among several indigenous South American language families, including Cahuapanan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Macro-Andean hypothesis
Target entity description: The Macro-Andean hypothesis is a proposed large-scale language family grouping that suggests a distant genetic relationship among several indigenous South American language families, including Cahuapanan.
  • A. 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.
  • B. Indo-Pacific hypothesis
    The Indo-Pacific hypothesis is a controversial linguistic proposal suggesting a genetic relationship among various Papuan and other languages across the Indo-Pacific region.
  • C. Andes biodiversity hotspots
    The Andes biodiversity hotspots are exceptionally species-rich regions along the Andes Mountains, renowned for their high levels of endemism and critical importance for global conservation.
  • D. Greater North Borneo hypothesis
    The Greater North Borneo hypothesis is a linguistic proposal that groups several Austronesian languages of Borneo and surrounding regions into a single higher-order subgroup based on shared innovations and historical relationships.
  • E. Great American Biotic Interchange between North and South America
    The Great American Biotic Interchange between North and South America was a major paleozoogeographic event in which land and freshwater animals migrated between the two continents after the formation of the Isthmus of Panama, profoundly reshaping their ecosystems and faunas.
  • 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_69d77068e5488190bbc881ebf51d6b2e completed April 9, 2026, 9:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69e1554fc61c8190a0354e2f24cb62e4 completed April 16, 2026, 9:31 p.m.
NEDg Description generation batch_69e1801dc2e8819099bc862705871761 completed April 17, 2026, 12:34 a.m.
NED2 Entity disambiguation (via description) batch_69e1831802608190b5c3c5a4e8d8681a completed April 17, 2026, 12:47 a.m.
Created at: April 8, 2026, 9:22 p.m.