Triple
T1241461
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Biobío River |
E26665
|
entity |
| Predicate | associatedWithPeople |
P2830
|
FINISHED |
| Object |
Pehuenche
The Pehuenche are an indigenous Mapuche subgroup from the south-central Andes of Chile and Argentina, traditionally known for their transhumant lifestyle and reliance on the Araucaria (pehuén) pine nut.
|
E150561
|
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: Pehuenche | Statement: [Biobío River, associatedWithPeople, Pehuenche]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pehuenche Context triple: [Biobío River, associatedWithPeople, Pehuenche]
-
A.
Guaraní
Guaraní is an indigenous South American language of the Tupi–Guaraní family, widely spoken in Paraguay and neighboring countries and notable for its strong cultural and national significance.
-
B.
Aymara
Aymara is an indigenous language spoken primarily by the Aymara people of the central Andes in countries such as Bolivia, Peru, and Chile.
-
C.
Diegueño language
The Diegueño language is a Yuman language traditionally spoken by the Kumeyaay (Diegueño) people of southern California and northern Baja California.
-
D.
Tupi–Guaraní
Tupi–Guaraní is a major branch of the Tupian language family comprising numerous indigenous languages of South America, especially in Brazil, Paraguay, Bolivia, and surrounding regions.
-
E.
Khoikhoi
The Khoikhoi are an indigenous pastoralist people of southwestern Africa, historically known for their cattle-herding societies and early encounters with European colonists in what is now South Africa and Namibia.
- 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: Pehuenche Triple: [Biobío River, associatedWithPeople, Pehuenche]
Generated description
The Pehuenche are an indigenous Mapuche subgroup from the south-central Andes of Chile and Argentina, traditionally known for their transhumant lifestyle and reliance on the Araucaria (pehuén) pine nut.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pehuenche Target entity description: The Pehuenche are an indigenous Mapuche subgroup from the south-central Andes of Chile and Argentina, traditionally known for their transhumant lifestyle and reliance on the Araucaria (pehuén) pine nut.
-
A.
Guaraní
Guaraní is an indigenous South American language of the Tupi–Guaraní family, widely spoken in Paraguay and neighboring countries and notable for its strong cultural and national significance.
-
B.
Aymara
Aymara is an indigenous language spoken primarily by the Aymara people of the central Andes in countries such as Bolivia, Peru, and Chile.
-
C.
Diegueño language
The Diegueño language is a Yuman language traditionally spoken by the Kumeyaay (Diegueño) people of southern California and northern Baja California.
-
D.
Tupi–Guaraní
Tupi–Guaraní is a major branch of the Tupian language family comprising numerous indigenous languages of South America, especially in Brazil, Paraguay, Bolivia, and surrounding regions.
-
E.
Khoikhoi
The Khoikhoi are an indigenous pastoralist people of southwestern Africa, historically known for their cattle-herding societies and early encounters with European colonists in what is now South Africa and Namibia.
- 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_69a4948689d08190b3a4a3f388c02148 |
completed | March 1, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69a4bf44ac3c8190a28a333b320305fd |
completed | March 1, 2026, 10:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acbadec0808190a3b43e757e1ddeae |
completed | March 7, 2026, 11:55 p.m. |
| NEDg | Description generation | batch_69acbb5ee684819083f5309dc9771c3a |
completed | March 7, 2026, 11:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69acbbfee7e88190b216beef1c862f64 |
completed | March 7, 2026, 11:59 p.m. |
Created at: March 1, 2026, 7:47 p.m.