Triple
T4165371
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Road to Serfdom |
E84432
|
entity |
| Predicate | notableChapter |
P5600
|
FINISHED |
| Object |
Why the Worst Get on Top
"Why the Worst Get on Top" is a famous chapter in Friedrich Hayek's political philosophy that explains how totalitarian systems tend to elevate the most ruthless and unscrupulous individuals to positions of power.
|
E418197
|
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: Why the Worst Get on Top | Statement: [The Road to Serfdom, notableChapter, Why the Worst Get on Top]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Why the Worst Get on Top Context triple: [The Road to Serfdom, notableChapter, Why the Worst Get on Top]
-
A.
Suffering from Success
Suffering from Success is a studio album by American DJ and producer DJ Khaled, known for its star-studded guest features and motivational, larger-than-life themes.
-
B.
Triumph of the Market
Triumph of the Market is a critical work by economist and media analyst Edward S. Herman that examines the social and political consequences of neoliberal, market-driven policies.
-
C.
The Worst
"The Worst" is a breakout R&B single by Jhené Aiko, known for its minimalist production and emotionally raw lyrics about a toxic relationship.
-
D.
At Any Price
At Any Price is a 2012 American drama film directed by Ramin Bahrani that explores family conflict and ethical compromise in the world of modern industrial farming.
-
E.
Your Own Worst Enemy
"Your Own Worst Enemy" is a song featured on Bruce Springsteen's 2007 album *Magic*, reflecting themes of inner conflict and self-sabotage.
- 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: Why the Worst Get on Top Triple: [The Road to Serfdom, notableChapter, Why the Worst Get on Top]
Generated description
"Why the Worst Get on Top" is a famous chapter in Friedrich Hayek's political philosophy that explains how totalitarian systems tend to elevate the most ruthless and unscrupulous individuals to positions of power.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Why the Worst Get on Top Target entity description: "Why the Worst Get on Top" is a famous chapter in Friedrich Hayek's political philosophy that explains how totalitarian systems tend to elevate the most ruthless and unscrupulous individuals to positions of power.
-
A.
Suffering from Success
Suffering from Success is a studio album by American DJ and producer DJ Khaled, known for its star-studded guest features and motivational, larger-than-life themes.
-
B.
Triumph of the Market
Triumph of the Market is a critical work by economist and media analyst Edward S. Herman that examines the social and political consequences of neoliberal, market-driven policies.
-
C.
The Worst
"The Worst" is a breakout R&B single by Jhené Aiko, known for its minimalist production and emotionally raw lyrics about a toxic relationship.
-
D.
At Any Price
At Any Price is a 2012 American drama film directed by Ramin Bahrani that explores family conflict and ethical compromise in the world of modern industrial farming.
-
E.
Your Own Worst Enemy
"Your Own Worst Enemy" is a song featured on Bruce Springsteen's 2007 album *Magic*, reflecting themes of inner conflict and self-sabotage.
- 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_69aed932cab48190b80ffe35f7029ae1 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af02ab00d48190acf3b041fca56be3 |
completed | March 9, 2026, 5:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b57f478c948190a997e006015e588d |
completed | March 14, 2026, 3:31 p.m. |
| NEDg | Description generation | batch_69b57fcd3d60819086ab5ad7b69242a2 |
completed | March 14, 2026, 3:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5803ec2088190ac9d4b3d34278e17 |
completed | March 14, 2026, 3:35 p.m. |
Created at: March 9, 2026, 3:44 p.m.