Triple

T14259589
Position Surface form Disambiguated ID Type / Status
Subject Chocoan E353475 entity
Predicate hasProposedExternalRelation P33476 FINISHED
Object Chibchan–Chocoan hypothesis
The Chibchan–Chocoan hypothesis is a proposed linguistic relationship suggesting that the Chocoan languages form a larger language family with the Chibchan languages of Central and South America.
 E1089803 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: Chibchan–Chocoan hypothesis | Statement: [Chocoan, hasProposedExternalRelation, Chibchan–Chocoan hypothesis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chibchan–Chocoan hypothesis
Context triple: [Chocoan, hasProposedExternalRelation, Chibchan–Chocoan hypothesis]
  • A. 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.
  • B. Moseten–Chon hypothesis
    The Moseten–Chon hypothesis is a proposed linguistic relationship suggesting that the Mosetenan and Chonan language families of South America may share a common ancestry.
  • C. Macro-Tucanoan hypothesis
    The Macro-Tucanoan hypothesis is a proposed large-scale language family grouping that suggests a distant genetic relationship among several indigenous language families of the western Amazon, including Tucanoan and possibly Cahuapanan.
  • D. 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.
  • E. Hokan hypothesis
    The Hokan hypothesis is a proposed linguistic grouping that suggests several Native American language families of western North America may share a common ancestral origin.
  • 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: Chibchan–Chocoan hypothesis
Triple: [Chocoan, hasProposedExternalRelation, Chibchan–Chocoan hypothesis]
Generated description
The Chibchan–Chocoan hypothesis is a proposed linguistic relationship suggesting that the Chocoan languages form a larger language family with the Chibchan languages of Central and South America.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chibchan–Chocoan hypothesis
Target entity description: The Chibchan–Chocoan hypothesis is a proposed linguistic relationship suggesting that the Chocoan languages form a larger language family with the Chibchan languages of Central and South America.
  • A. 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.
  • B. Moseten–Chon hypothesis
    The Moseten–Chon hypothesis is a proposed linguistic relationship suggesting that the Mosetenan and Chonan language families of South America may share a common ancestry.
  • C. Macro-Tucanoan hypothesis
    The Macro-Tucanoan hypothesis is a proposed large-scale language family grouping that suggests a distant genetic relationship among several indigenous language families of the western Amazon, including Tucanoan and possibly Cahuapanan.
  • D. 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.
  • E. Hokan hypothesis
    The Hokan hypothesis is a proposed linguistic grouping that suggests several Native American language families of western North America may share a common ancestral origin.
  • 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_69d8278c43e08190824146f4632b89a5 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de635534988190816fdfb315cd2a3f completed April 14, 2026, 3:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd3260fdf88190b482480a17bd6674 completed May 8, 2026, 12:46 a.m.
NEDg Description generation batch_69fd33cba18481908f2dfe358017f11b completed May 8, 2026, 12:52 a.m.
NED2 Entity disambiguation (via description) batch_69fd346ffb9c81909ec28e514ea5451b completed May 8, 2026, 12:55 a.m.
Created at: April 10, 2026, 1:09 a.m.