Triple
T23493334
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ayoreo |
E571634
|
entity |
| Predicate | populationDistribution |
P560
|
FINISHED |
| Object | Chaco region of Paraguay |
—
|
NE NERFINISHED |
How this triple was built (2 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: Chaco region of Paraguay | Statement: [Ayoreo, populationDistribution, Chaco region of Paraguay]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chaco region of Paraguay Context triple: [Ayoreo, populationDistribution, Chaco region of Paraguay]
-
A.
Western Region of Paraguay
chosen
The Western Region of Paraguay, also known as the Chaco, is a vast, sparsely populated area characterized by semi-arid plains, cattle ranching, and significant indigenous communities.
-
B.
Northern Region of Paraguay
The Northern Region of Paraguay is a largely rural, sparsely populated area known for its cattle ranching, agriculture, and strategic location along the Paraguay River, including departments such as Concepción.
-
C.
Capital District of Paraguay
The Capital District of Paraguay is the administrative region that encompasses Asunción, the nation’s capital and largest city, serving as its political, cultural, and economic center.
-
D.
Gran Chaco
The Gran Chaco is a vast, sparsely populated lowland plain in central South America, known for its hot, semi-arid climate and dry forests spanning parts of Argentina, Paraguay, Bolivia, and Brazil.
-
E.
Gran Chaco Province
Gran Chaco Province is an administrative province in southern Bolivia known for its semi-arid Chaco landscapes and location within the Tarija Department near the border with Argentina and Paraguay.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e245b4829881909b77a70e942bbd54 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1a7de1ab88190b6c2441c63a99713 |
completed | April 29, 2026, 6:40 a.m. |
Created at: April 17, 2026, 6:05 p.m.