Triple
T19209208
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aymaran languages |
E480312
|
entity |
| Predicate | mostSpokenMember |
P11430
|
FINISHED |
| Object | Aymara language |
—
|
NE NERFINISHED |
How this triple was built (3 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: Aymara language | Statement: [Aymaran languages, mostSpokenMember, Aymara language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aymara language Context triple: [Aymaran languages, mostSpokenMember, Aymara language]
-
A.
Aymaran languages
Aymaran languages are a small family of indigenous languages spoken primarily in the central Andes of South America, especially in Bolivia, Peru, and northern Chile.
-
B.
Aymara
chosen
Aymara is an indigenous language spoken primarily by the Aymara people of the central Andes in countries such as Bolivia, Peru, and Chile.
-
C.
Asháninka language
The Asháninka language is an Arawakan language spoken by the Asháninka people of the Peruvian and Brazilian Amazon, known for its rich oral tradition and central role in the community’s cultural identity.
-
D.
Uru-Chipaya language
The Uru-Chipaya language is a small, indigenous language isolate of the Andean region of Bolivia, spoken by the Uru and Chipaya peoples and noted for its distinctiveness from surrounding language families.
-
E.
Quechua
Quechua is an indigenous language family of the central Andes, historically associated with the Inca Empire and still widely spoken across several South American countries.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: mostSpokenMember Context triple: [Aymaran languages, mostSpokenMember, Aymara language]
-
A.
largestMemberOf
Indicates that an entity is the member of a group or set that has the greatest size, extent, or magnitude according to a specified measure.
-
B.
languageOfMembers
Indicates that the specified language is used or spoken by the members of a given group or organization.
-
C.
isSpokenAsFirstLanguageBy
Indicates that a language is the primary (native) language used by a person or group for everyday communication.
-
D.
hasHighProportionOfSpeakersOf
Indicates that a subject entity has a relatively large share of its population or members who speak a specified language.
-
E.
majorityLanguageOf
chosen
Indicates that a given language is the primary or most widely spoken language within a specified group, region, or entity.
- F. None of above.
Provenance (3 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_69d8e8cb8c348190b52075823911c869 |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e5f9a000188190afb762ea24bc3deb |
completed | April 20, 2026, 10:02 a.m. |
| PD | Predicate disambiguation | batch_69e4dcf22b3c8190bee02e3af946e114 |
completed | April 19, 2026, 1:47 p.m. |
Created at: April 10, 2026, 1:20 p.m.