Triple

T289324
Position Surface form Disambiguated ID Type / Status
Subject On the Origin of Species E5954 entity
Predicate notableChapter P5600 FINISHED
Object Struggle for Existence
Struggle for Existence is a key chapter in Charles Darwin’s "On the Origin of Species" that explains how competition for limited resources drives natural selection and evolutionary change.
E1619 NE FINISHED

How this triple was built (5 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: Struggle for Existence | Statement: [On the Origin of Species, notableChapter, Struggle for Existence]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Struggle for Existence
Context triple: [On the Origin of Species, notableChapter, Struggle for Existence]
  • A. Social Darwinism
    Social Darwinism is a 19th-century social theory that applied Charles Darwin’s ideas of natural selection to human societies, often to justify economic inequality, competition, and laissez-faire capitalism.
  • B. On the Origin of Species
    On the Origin of Species is Charles Darwin’s groundbreaking 1859 scientific work that introduced the theory of evolution by natural selection and transformed modern biology.
  • C. Darwinism
    Darwinism is the scientific theory of biological evolution by natural selection, explaining how species change over time through heritable variation and differential survival and reproduction.
  • D. The Diversity of Life
    The Diversity of Life is a landmark book by biologist Edward O. Wilson that explores the richness of Earth’s species, the processes that generate biodiversity, and the threats posed by human activity.
  • E. Darwin’s study
    Darwin’s study is the preserved workspace in Charles Darwin’s former home where he conducted much of his groundbreaking research and writing, including work on the theory of evolution.
  • 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: Struggle for Existence
Triple: [On the Origin of Species, notableChapter, Struggle for Existence]
Generated description
Struggle for Existence is a key chapter in Charles Darwin’s "On the Origin of Species" that explains how competition for limited resources drives natural selection and evolutionary change.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Struggle for Existence
Target entity description: Struggle for Existence is a key chapter in Charles Darwin’s "On the Origin of Species" that explains how competition for limited resources drives natural selection and evolutionary change.
  • A. Social Darwinism
    Social Darwinism is a 19th-century social theory that applied Charles Darwin’s ideas of natural selection to human societies, often to justify economic inequality, competition, and laissez-faire capitalism.
  • B. On the Origin of Species chosen
    On the Origin of Species is Charles Darwin’s groundbreaking 1859 scientific work that introduced the theory of evolution by natural selection and transformed modern biology.
  • C. Darwinism
    Darwinism is the scientific theory of biological evolution by natural selection, explaining how species change over time through heritable variation and differential survival and reproduction.
  • D. The Diversity of Life
    The Diversity of Life is a landmark book by biologist Edward O. Wilson that explores the richness of Earth’s species, the processes that generate biodiversity, and the threats posed by human activity.
  • E. Darwin’s study
    Darwin’s study is the preserved workspace in Charles Darwin’s former home where he conducted much of his groundbreaking research and writing, including work on the theory of evolution.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: notableChapter
Context triple: [On the Origin of Species, notableChapter, Struggle for Existence]
  • A. notableSection chosen
    Indicates that a particular part or segment of something is especially important, prominent, or worthy of attention within the whole.
  • B. notableElement
    Indicates that an entity has a component, feature, or part that is especially significant, prominent, or noteworthy in relation to it.
  • C. containsChapter
    Indicates that one entity (typically a larger work or document) includes another entity as a chapter within its structure.
  • D. notableText
    Indicates that a particular piece of text is especially significant, prominent, or worthy of attention in relation to the associated entity or context.
  • E. notableFor
    Indicates that an entity is especially recognized or distinguished for a particular quality, achievement, characteristic, or role.
  • F. None of above.

Provenance (6 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_69a25946a7ac8190a78871c210213272 completed Feb. 28, 2026, 2:56 a.m.
NER Named-entity recognition batch_69a25e4df5508190ab75115ac6b3964e completed Feb. 28, 2026, 3:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3a33a38b08190951aa413588c59e1 completed March 1, 2026, 2:23 a.m.
NEDg Description generation batch_69a3a397ebc881908d25b1b0e848bbfc completed March 1, 2026, 2:25 a.m.
NED2 Entity disambiguation (via description) batch_69a3a40e76208190a02cfabb45d7110e completed March 1, 2026, 2:27 a.m.
PD Predicate disambiguation batch_69a25b7d089081909810442c3d0182f6 completed Feb. 28, 2026, 3:05 a.m.
Created at: Feb. 28, 2026, 3:02 a.m.