Triple
T17167522
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nolana |
E416643
|
entity |
| Predicate | belongsToBiogeographicRegion |
P89131
|
FINISHED |
| Object |
Humboldt Current coastal desert
The Humboldt Current coastal desert is a hyper-arid coastal ecoregion along the Pacific coast of South America, shaped by the cold Humboldt Current and known for its unique, fog-dependent flora and fauna.
|
E807363
|
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: Humboldt Current coastal desert | Statement: [Nolana, belongsToBiogeographicRegion, Humboldt Current coastal desert]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Humboldt Current coastal desert Context triple: [Nolana, belongsToBiogeographicRegion, Humboldt Current coastal desert]
-
A.
Atacama Desert fringe
The Atacama Desert fringe is the hyper-arid coastal margin of the Atacama Desert that extends into southern Peru along the Pacific shoreline.
-
B.
Humboldt Current
The Humboldt Current is a cold, nutrient-rich ocean current flowing northward along the western coast of South America, supporting one of the world’s most productive marine ecosystems.
-
C.
Sechura Desert
The Sechura Desert is a coastal desert in northwestern Peru known for its arid climate, shifting dunes, and proximity to the cold Humboldt Current of the Pacific Ocean.
-
D.
Vizcaíno Desert
The Vizcaíno Desert is a vast arid region in northwestern Mexico known for its unique desert ecosystems, coastal lagoons, and rich biodiversity, including important habitats for gray whales and endemic plant species.
-
E.
Patagonian Desert
The Patagonian Desert is a vast, cold, and windswept arid plateau in southern Argentina, known as the largest desert in the Americas and characterized by sparse vegetation and harsh climatic conditions.
- 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: Humboldt Current coastal desert Triple: [Nolana, belongsToBiogeographicRegion, Humboldt Current coastal desert]
Generated description
The Humboldt Current coastal desert is a hyper-arid coastal ecoregion along the Pacific coast of South America, shaped by the cold Humboldt Current and known for its unique, fog-dependent flora and fauna.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Humboldt Current coastal desert Target entity description: The Humboldt Current coastal desert is a hyper-arid coastal ecoregion along the Pacific coast of South America, shaped by the cold Humboldt Current and known for its unique, fog-dependent flora and fauna.
-
A.
Atacama Desert fringe
chosen
The Atacama Desert fringe is the hyper-arid coastal margin of the Atacama Desert that extends into southern Peru along the Pacific shoreline.
-
B.
Humboldt Current
The Humboldt Current is a cold, nutrient-rich ocean current flowing northward along the western coast of South America, supporting one of the world’s most productive marine ecosystems.
-
C.
Sechura Desert
The Sechura Desert is a coastal desert in northwestern Peru known for its arid climate, shifting dunes, and proximity to the cold Humboldt Current of the Pacific Ocean.
-
D.
Vizcaíno Desert
The Vizcaíno Desert is a vast arid region in northwestern Mexico known for its unique desert ecosystems, coastal lagoons, and rich biodiversity, including important habitats for gray whales and endemic plant species.
-
E.
Patagonian Desert
The Patagonian Desert is a vast, cold, and windswept arid plateau in southern Argentina, known as the largest desert in the Americas and characterized by sparse vegetation and harsh climatic conditions.
- F. None of above.
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_69d886d5f34c8190b24564dfaa63f3fb |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3f916833c81909c64e0d74b40a85b |
completed | April 18, 2026, 9:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01483d754c819089607cfc87d08d42 |
completed | May 11, 2026, 3:08 a.m. |
| NEDg | Description generation | batch_6a014964b0d88190a37fa6be0c837630 |
completed | May 11, 2026, 3:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a014a20bb2c8190bbae3009783efc00 |
completed | May 11, 2026, 3:16 a.m. |
Created at: April 10, 2026, 5:37 a.m.