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.