Triple
T4295042
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ibn Khaldun |
E99689
|
entity |
| Predicate | knownFor |
P22
|
FINISHED |
| Object |
Muqaddimah as a prolegomenon to history
Muqaddimah as a prolegomenon to history is Ibn Khaldun’s pioneering 14th-century introduction to his universal history, renowned as a foundational work in historiography and the philosophy and sociology of history.
|
E428405
|
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: Muqaddimah as a prolegomenon to history | Statement: [Ibn Khaldun, knownFor, Muqaddimah as a prolegomenon to history]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Muqaddimah as a prolegomenon to history Context triple: [Ibn Khaldun, knownFor, Muqaddimah as a prolegomenon to history]
-
A.
The Origin and Goal of History
The Origin and Goal of History is a philosophical work by Karl Jaspers that explores the meaning, structure, and spiritual dimensions of human history, introducing his influential concept of the "Axial Age."
-
B.
Lectures on the Philosophy of History
Lectures on the Philosophy of History is a posthumously published collection of G. W. F. Hegel’s university lectures that presents his influential view of world history as a rational process expressing the development of human freedom.
-
C.
On the Role of the Individual in History
"On the Role of the Individual in History" is a Marxist theoretical essay by Georgi Plekhanov that analyzes how personal agency and great individuals interact with broader social and economic forces in shaping historical development.
-
D.
The Development of the Monist View of History
The Development of the Monist View of History is a foundational Marxist philosophical work by Georgi Plekhanov that systematically expounds and defends historical materialism as a coherent, monist theory of history.
-
E.
Introduction to the Philosophy of History
Introduction to the Philosophy of History is a seminal work by Raymond Aron that examines the nature, methods, and limits of historical knowledge and understanding.
- 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: Muqaddimah as a prolegomenon to history Triple: [Ibn Khaldun, knownFor, Muqaddimah as a prolegomenon to history]
Generated description
Muqaddimah as a prolegomenon to history is Ibn Khaldun’s pioneering 14th-century introduction to his universal history, renowned as a foundational work in historiography and the philosophy and sociology of history.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Muqaddimah as a prolegomenon to history Target entity description: Muqaddimah as a prolegomenon to history is Ibn Khaldun’s pioneering 14th-century introduction to his universal history, renowned as a foundational work in historiography and the philosophy and sociology of history.
-
A.
The Origin and Goal of History
The Origin and Goal of History is a philosophical work by Karl Jaspers that explores the meaning, structure, and spiritual dimensions of human history, introducing his influential concept of the "Axial Age."
-
B.
Lectures on the Philosophy of History
Lectures on the Philosophy of History is a posthumously published collection of G. W. F. Hegel’s university lectures that presents his influential view of world history as a rational process expressing the development of human freedom.
-
C.
On the Role of the Individual in History
"On the Role of the Individual in History" is a Marxist theoretical essay by Georgi Plekhanov that analyzes how personal agency and great individuals interact with broader social and economic forces in shaping historical development.
-
D.
The Development of the Monist View of History
The Development of the Monist View of History is a foundational Marxist philosophical work by Georgi Plekhanov that systematically expounds and defends historical materialism as a coherent, monist theory of history.
-
E.
Introduction to the Philosophy of History
Introduction to the Philosophy of History is a seminal work by Raymond Aron that examines the nature, methods, and limits of historical knowledge and understanding.
- 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_69b3455175088190aa79c6e03b86647e |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35085b864819086cf726285384566 |
completed | March 12, 2026, 11:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5c740c4a081909a63fb957f2926ae |
completed | March 14, 2026, 8:38 p.m. |
| NEDg | Description generation | batch_69b5c7d04508819087b14c5c86f1e015 |
completed | March 14, 2026, 8:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5c84ccea08190a8e7e8fa93934ea2 |
completed | March 14, 2026, 8:42 p.m. |
Created at: March 12, 2026, 11:08 p.m.