Triple

T17989030
Position Surface form Disambiguated ID Type / Status
Subject Ovamboland E430317 entity
Predicate borderedBy P224 FINISHED
Object Atlantic coastal desert
The Atlantic coastal desert is a hyper-arid desert region along the southwestern African coast, characterized by fog-dependent ecosystems and sparse, specialized wildlife.
E1299788 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: Atlantic coastal desert | Statement: [Ovamboland, borderedBy, Atlantic coastal desert]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Atlantic coastal desert
Context triple: [Ovamboland, borderedBy, Atlantic coastal desert]
  • A. Sagebrush steppe desert
    The Sagebrush steppe desert is a cold, semi-arid ecosystem of the western United States characterized by vast open plains dominated by sagebrush shrubs and sparse grasses, supporting unique wildlife adapted to its harsh climate.
  • B. Gulf of California xeric scrub
    The Gulf of California xeric scrub is a hot, arid ecoregion of northwestern Mexico characterized by sparse desert vegetation, high biodiversity, and numerous endemic species adapted to its harsh coastal and insular environments.
  • C. Sonoran Desert
    The Sonoran Desert is a vast, hot North American desert spanning parts of the southwestern United States and northwestern Mexico, renowned for its biodiversity and iconic saguaro cacti.
  • D. Baja California desert
    The Baja California desert is a hot, arid ecoregion on Mexico’s Baja California Peninsula, characterized by sparse vegetation, unique desert-adapted wildlife, and dramatic coastal and inland landscapes.
  • E. Sonoran Desert scrub
    Sonoran Desert scrub is a dry, sparsely vegetated desert ecosystem dominated by drought-tolerant shrubs, cacti, and hardy grasses adapted to extreme heat and low rainfall.
  • 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: Atlantic coastal desert
Triple: [Ovamboland, borderedBy, Atlantic coastal desert]
Generated description
The Atlantic coastal desert is a hyper-arid desert region along the southwestern African coast, characterized by fog-dependent ecosystems and sparse, specialized wildlife.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Atlantic coastal desert
Target entity description: The Atlantic coastal desert is a hyper-arid desert region along the southwestern African coast, characterized by fog-dependent ecosystems and sparse, specialized wildlife.
  • A. Sagebrush steppe desert
    The Sagebrush steppe desert is a cold, semi-arid ecosystem of the western United States characterized by vast open plains dominated by sagebrush shrubs and sparse grasses, supporting unique wildlife adapted to its harsh climate.
  • B. Gulf of California xeric scrub
    The Gulf of California xeric scrub is a hot, arid ecoregion of northwestern Mexico characterized by sparse desert vegetation, high biodiversity, and numerous endemic species adapted to its harsh coastal and insular environments.
  • C. Sonoran Desert
    The Sonoran Desert is a vast, hot North American desert spanning parts of the southwestern United States and northwestern Mexico, renowned for its biodiversity and iconic saguaro cacti.
  • D. Baja California desert
    The Baja California desert is a hot, arid ecoregion on Mexico’s Baja California Peninsula, characterized by sparse vegetation, unique desert-adapted wildlife, and dramatic coastal and inland landscapes.
  • E. Sonoran Desert scrub
    Sonoran Desert scrub is a dry, sparsely vegetated desert ecosystem dominated by drought-tolerant shrubs, cacti, and hardy grasses adapted to extreme heat and low rainfall.
  • 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_69d8b90364248190a37381adea932f42 completed April 10, 2026, 8:46 a.m.
NER Named-entity recognition batch_69e4b29e47a88190be58b79c73d3e652 completed April 19, 2026, 10:46 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0337acabd481909deced9a61d84ed3 completed May 12, 2026, 2:22 p.m.
NEDg Description generation batch_6a0338cd02808190b650f59fc16bab0d completed May 12, 2026, 2:27 p.m.
NED2 Entity disambiguation (via description) batch_6a033cb498248190a3805cd356832cd0 completed May 12, 2026, 2:44 p.m.
Created at: April 10, 2026, 10:23 a.m.