Triple

T10902157

Position	Surface form	Disambiguated ID	Type / Status
Subject	Jivaroan languages	`E257471`	entity
Predicate	possibleRelation	`P42547`	FINISHED
Object	Cahuapanan–Jivaroan hypothesis (disputed) The Cahuapanan–Jivaroan hypothesis (disputed) is a proposed but controversial linguistic classification suggesting a genetic relationship between the Cahuapanan and Jivaroan language families of the western Amazon.	`E891822`	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: Cahuapanan–Jivaroan hypothesis (disputed) | Statement: [Jivaroan languages, possibleRelation, Cahuapanan–Jivaroan hypothesis (disputed)]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Cahuapanan–Jivaroan hypothesis (disputed)
Context triple: [Jivaroan languages, possibleRelation, Cahuapanan–Jivaroan hypothesis (disputed)]

A. 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.
B. Nahuatl language continuum
The Nahuatl language continuum is a group of closely related Uto-Aztecan languages and dialects historically spoken by the Nahua peoples of central Mexico and still used by over a million speakers today.
C. Quechua language continuum
The Quechua language continuum is a family of closely related Indigenous languages of the Andes and surrounding regions, historically linked to the Inca Empire and still spoken by millions across South America.
D. 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.
E. Bolivian Amazonian languages
Bolivian Amazonian languages are a group of indigenous languages spoken in the Amazonian region of Bolivia, encompassing several distinct linguistic families and isolates native to that area.
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: Cahuapanan–Jivaroan hypothesis (disputed)
Triple: [Jivaroan languages, possibleRelation, Cahuapanan–Jivaroan hypothesis (disputed)]

Generated description

The Cahuapanan–Jivaroan hypothesis (disputed) is a proposed but controversial linguistic classification suggesting a genetic relationship between the Cahuapanan and Jivaroan language families of the western Amazon.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Cahuapanan–Jivaroan hypothesis (disputed)
Target entity description: The Cahuapanan–Jivaroan hypothesis (disputed) is a proposed but controversial linguistic classification suggesting a genetic relationship between the Cahuapanan and Jivaroan language families of the western Amazon.

A. 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.
B. Nahuatl language continuum
The Nahuatl language continuum is a group of closely related Uto-Aztecan languages and dialects historically spoken by the Nahua peoples of central Mexico and still used by over a million speakers today.
C. Quechua language continuum
The Quechua language continuum is a family of closely related Indigenous languages of the Andes and surrounding regions, historically linked to the Inca Empire and still spoken by millions across South America.
D. 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.
E. Bolivian Amazonian languages
Bolivian Amazonian languages are a group of indigenous languages spoken in the Amazonian region of Bolivia, encompassing several distinct linguistic families and isolates native to that area.
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.