Triple
T1045183
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Niccolò Machiavelli |
E22560
|
entity |
| Predicate | subjectOf |
P38
|
FINISHED |
| Object |
Machiavellianism
Machiavellianism is a personality trait and political philosophy characterized by strategic manipulation, cynicism, and a focus on power and self-interest over morality.
|
E120673
|
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: Machiavellianism | Statement: [Niccolò Machiavelli, subjectOf, Machiavellianism]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Machiavellianism Context triple: [Niccolò Machiavelli, subjectOf, Machiavellianism]
-
A.
Selfish
Selfish is a 2015 coffee-table book by Kim Kardashian featuring a curated collection of her personal selfies and photographs.
-
B.
Anti-Machiavel
Anti-Machiavel is an 18th-century political treatise by Frederick II of Prussia that refutes Machiavelli’s principles in The Prince and advocates for enlightened, moral rulership.
-
C.
will to power
The will to power is Friedrich Nietzsche’s central philosophical concept describing a fundamental drive in all life to assert, expand, and enhance its strength and creative force.
-
D.
Cynicism
Cynicism is an ancient Greek philosophical school that advocates living in accordance with nature through radical simplicity, self-sufficiency, and rejection of conventional social values.
-
E.
Trieb
Trieb is a district or locality within the town of Lichtenfels in the Upper Franconia region of Bavaria, Germany.
- 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: Machiavellianism Triple: [Niccolò Machiavelli, subjectOf, Machiavellianism]
Generated description
Machiavellianism is a personality trait and political philosophy characterized by strategic manipulation, cynicism, and a focus on power and self-interest over morality.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Machiavellianism Target entity description: Machiavellianism is a personality trait and political philosophy characterized by strategic manipulation, cynicism, and a focus on power and self-interest over morality.
-
A.
Selfish
Selfish is a 2015 coffee-table book by Kim Kardashian featuring a curated collection of her personal selfies and photographs.
-
B.
Anti-Machiavel
Anti-Machiavel is an 18th-century political treatise by Frederick II of Prussia that refutes Machiavelli’s principles in The Prince and advocates for enlightened, moral rulership.
-
C.
will to power
The will to power is Friedrich Nietzsche’s central philosophical concept describing a fundamental drive in all life to assert, expand, and enhance its strength and creative force.
-
D.
Cynicism
Cynicism is an ancient Greek philosophical school that advocates living in accordance with nature through radical simplicity, self-sufficiency, and rejection of conventional social values.
-
E.
Trieb
Trieb is a district or locality within the town of Lichtenfels in the Upper Franconia region of Bavaria, Germany.
- 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_69a493d91478819094cc01fb65564bc1 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b84937688190a5899af2104002df |
completed | March 1, 2026, 10:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac3bc97dec81909b6ad48e3f203923 |
completed | March 7, 2026, 2:52 p.m. |
| NEDg | Description generation | batch_69ac3c42c2c081909ccadbf944d3aa6c |
completed | March 7, 2026, 2:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac3cbd43848190854add440753fdad |
completed | March 7, 2026, 2:57 p.m. |
Created at: March 1, 2026, 7:42 p.m.