Triple

T472458
Position Surface form Disambiguated ID Type / Status
Subject PBS E8587 entity
Predicate notableProgram P4 FINISHED
Object Nature
Nature is a long-running PBS documentary television series that explores wildlife, natural habitats, and environmental issues around the world.
 E59300 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: Nature | Statement: [PBS, notableProgram, Nature]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nature
Context triple: [PBS, notableProgram, Nature]
  • A. Nature
    Nature is an 1836 essay by Ralph Waldo Emerson that laid the foundations of American Transcendentalism by exploring the spiritual and philosophical relationship between humans and the natural world.
  • B. World Nature
    World Nature is a themed land at EPCOT in Walt Disney World focused on the natural world, environmental stewardship, and attractions centered around water, land, and conservation.
  • C. The Concept of Nature
    The Concept of Nature is a 1920 philosophical work by Alfred North Whitehead that analyzes the relationship between nature, perception, and scientific description, laying groundwork for his later process philosophy.
  • D. Ansichten der Natur
    Ansichten der Natur is a collection of scientific and literary essays by Alexander von Humboldt that vividly portrays the interconnectedness of nature through detailed observations and reflections.
  • E. Naturalism
    Naturalism is a philosophical worldview that explains reality solely in terms of natural causes, laws, and phenomena, typically rejecting supernatural or metaphysical explanations.
  • 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: Nature
Triple: [PBS, notableProgram, Nature]
Generated description
Nature is a long-running PBS documentary television series that explores wildlife, natural habitats, and environmental issues around the world.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nature
Target entity description: Nature is a long-running PBS documentary television series that explores wildlife, natural habitats, and environmental issues around the world.
  • A. Nature
    Nature is an 1836 essay by Ralph Waldo Emerson that laid the foundations of American Transcendentalism by exploring the spiritual and philosophical relationship between humans and the natural world.
  • B. World Nature
    World Nature is a themed land at EPCOT in Walt Disney World focused on the natural world, environmental stewardship, and attractions centered around water, land, and conservation.
  • C. The Concept of Nature
    The Concept of Nature is a 1920 philosophical work by Alfred North Whitehead that analyzes the relationship between nature, perception, and scientific description, laying groundwork for his later process philosophy.
  • D. Ansichten der Natur
    Ansichten der Natur is a collection of scientific and literary essays by Alexander von Humboldt that vividly portrays the interconnectedness of nature through detailed observations and reflections.
  • E. Naturalism
    Naturalism is a philosophical worldview that explains reality solely in terms of natural causes, laws, and phenomena, typically rejecting supernatural or metaphysical explanations.
  • 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_69a2e7f3aeb48190a19453e3a043f486 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2eff24108819092fdb85019ec4089 completed Feb. 28, 2026, 1:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69a462fbc760819092a3065fbb0ef589 completed March 1, 2026, 4:02 p.m.
NEDg Description generation batch_69a4638ac9a481909da9430a589408a3 completed March 1, 2026, 4:04 p.m.
NED2 Entity disambiguation (via description) batch_69a463e978508190baab1c4a721661fb completed March 1, 2026, 4:06 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.