Triple

T16772881
Position Surface form Disambiguated ID Type / Status
Subject Cucapá E407645 entity
Predicate traditionalTerritoryIncludes P10500 FINISHED
Object Sonoran Desert riparian zones
Sonoran Desert riparian zones are lush, water-rich corridors within the otherwise arid Sonoran Desert that support high biodiversity and have long sustained Indigenous communities such as the Cucapá.
E476137 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: Sonoran Desert riparian zones | Statement: [Cucapá, traditionalTerritoryIncludes, Sonoran Desert riparian zones]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sonoran Desert riparian zones
Context triple: [Cucapá, traditionalTerritoryIncludes, Sonoran Desert riparian zones]
  • A. Sonoran–Mojave transition zone
    The Sonoran–Mojave transition zone is an ecologically rich region in the southwestern United States where the Sonoran and Mojave Deserts overlap, creating a unique blend of plant and animal communities from both desert ecosystems.
  • B. San Pedro River Valley
    The San Pedro River Valley is a biologically rich, semi-arid corridor in southeastern Arizona known for its riparian habitats, migratory bird populations, and conservation significance.
  • C. San Pedro River valley
    The San Pedro River valley is an arid yet fertile Andean valley in northern Chile’s Atacama Desert, known for its oasis settlements, pre-Columbian archaeological sites, and dramatic desert landscapes.
  • D. Mojave Desert watershed
    The Mojave Desert watershed is the arid drainage basin that collects and channels limited surface and groundwater flows across the Mojave Desert region of the southwestern United States.
  • E. San Pedro River basin
    The San Pedro River basin is a watershed in southern Chile that collects runoff from Andean volcanoes and surrounding mountains before draining toward the country's lake and river systems.
  • 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: Sonoran Desert riparian zones
Triple: [Cucapá, traditionalTerritoryIncludes, Sonoran Desert riparian zones]
Generated description
Sonoran Desert riparian zones are lush, water-rich corridors within the otherwise arid Sonoran Desert that support high biodiversity and have long sustained Indigenous communities such as the Cucapá.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sonoran Desert riparian zones
Target entity description: Sonoran Desert riparian zones are lush, water-rich corridors within the otherwise arid Sonoran Desert that support high biodiversity and have long sustained Indigenous communities such as the Cucapá.
  • A. Sonoran–Mojave transition zone
    The Sonoran–Mojave transition zone is an ecologically rich region in the southwestern United States where the Sonoran and Mojave Deserts overlap, creating a unique blend of plant and animal communities from both desert ecosystems.
  • B. San Pedro River Valley chosen
    The San Pedro River Valley is a biologically rich, semi-arid corridor in southeastern Arizona known for its riparian habitats, migratory bird populations, and conservation significance.
  • C. San Pedro River valley
    The San Pedro River valley is an arid yet fertile Andean valley in northern Chile’s Atacama Desert, known for its oasis settlements, pre-Columbian archaeological sites, and dramatic desert landscapes.
  • D. Mojave Desert watershed
    The Mojave Desert watershed is the arid drainage basin that collects and channels limited surface and groundwater flows across the Mojave Desert region of the southwestern United States.
  • E. San Pedro River basin
    The San Pedro River basin is a watershed in southern Chile that collects runoff from Andean volcanoes and surrounding mountains before draining toward the country's lake and river systems.
  • 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_69d8839270588190886720d9519bbf8f completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3b037c5708190ba604e7707b5a8a2 completed April 18, 2026, 4:24 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00a5361c3881909be0fb9b83a59993 completed May 10, 2026, 3:33 p.m.
NEDg Description generation batch_6a00a727e66481908b98e10a8bbe9747 completed May 10, 2026, 3:41 p.m.
NED2 Entity disambiguation (via description) batch_6a00a7f776788190b1467c478b5c1a33 completed May 10, 2026, 3:44 p.m.
Created at: April 10, 2026, 5:21 a.m.