Triple

T3058813
Position Surface form Disambiguated ID Type / Status
Subject Cross Timbers E60545 entity
Predicate partOf P40 FINISHED
Object North American prairie–forest ecotone
The North American prairie–forest ecotone is a transitional biome where grasslands gradually give way to woodlands, creating a mosaic of mixed prairie and forest habitats that support high biodiversity and distinct ecological communities.
E323916 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: North American prairie–forest ecotone | Statement: [Cross Timbers, partOf, North American prairie–forest ecotone]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: North American prairie–forest ecotone
Context triple: [Cross Timbers, partOf, North American prairie–forest ecotone]
  • A. Animal Communities in Temperate America
    "Animal Communities in Temperate America" is a foundational ecological monograph that systematically analyzes the composition, structure, and environmental relationships of animal communities across temperate regions of North America.
  • B. The Ecology of North America
    The Ecology of North America is a foundational ecological monograph that systematically surveys and analyzes the major plant and animal communities across the North American continent.
  • C. The Ecological Relations of the Vegetation on the Sand Dunes of Lake Michigan
    The Ecological Relations of the Vegetation on the Sand Dunes of Lake Michigan is a pioneering ecological study that analyzes plant succession and environmental factors shaping dune vegetation along the Lake Michigan shoreline.
  • D. The Economy of Vegetation
    The Economy of Vegetation is the first part of Erasmus Darwin’s didactic poem *The Botanic Garden*, presenting scientific and botanical ideas through elaborate, personified verse.
  • E. From Deserts to Grasslands
    "From Deserts to Grasslands" is an episode of the nature documentary series *Our Planet* that explores how wildlife survives and adapts in some of the world’s driest and most open habitats.
  • 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: North American prairie–forest ecotone
Triple: [Cross Timbers, partOf, North American prairie–forest ecotone]
Generated description
The North American prairie–forest ecotone is a transitional biome where grasslands gradually give way to woodlands, creating a mosaic of mixed prairie and forest habitats that support high biodiversity and distinct ecological communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: North American prairie–forest ecotone
Target entity description: The North American prairie–forest ecotone is a transitional biome where grasslands gradually give way to woodlands, creating a mosaic of mixed prairie and forest habitats that support high biodiversity and distinct ecological communities.
  • A. Animal Communities in Temperate America
    "Animal Communities in Temperate America" is a foundational ecological monograph that systematically analyzes the composition, structure, and environmental relationships of animal communities across temperate regions of North America.
  • B. The Ecology of North America
    The Ecology of North America is a foundational ecological monograph that systematically surveys and analyzes the major plant and animal communities across the North American continent.
  • C. The Ecological Relations of the Vegetation on the Sand Dunes of Lake Michigan
    The Ecological Relations of the Vegetation on the Sand Dunes of Lake Michigan is a pioneering ecological study that analyzes plant succession and environmental factors shaping dune vegetation along the Lake Michigan shoreline.
  • D. The Economy of Vegetation
    The Economy of Vegetation is the first part of Erasmus Darwin’s didactic poem *The Botanic Garden*, presenting scientific and botanical ideas through elaborate, personified verse.
  • E. From Deserts to Grasslands
    "From Deserts to Grasslands" is an episode of the nature documentary series *Our Planet* that explores how wildlife survives and adapts in some of the world’s driest and most open habitats.
  • 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_69ad8578137c81908259dcb27c7d6d7c completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ad9e1741648190b710b7022252498d completed March 8, 2026, 4:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1ef0903cc81909a073fe78dbf0b14 completed March 11, 2026, 10:39 p.m.
NEDg Description generation batch_69b1efb655688190a70e23325d734601 completed March 11, 2026, 10:41 p.m.
NED2 Entity disambiguation (via description) batch_69b1f080d57c819089fed4e128e39440 completed March 11, 2026, 10:45 p.m.
Created at: March 8, 2026, 3:02 p.m.