Triple
T4165373
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Road to Serfdom |
E84432
|
entity |
| Predicate | positionOnSocialism |
P54439
|
FINISHED |
| Object | argues that socialism tends toward totalitarianism |
—
|
LITERAL FINISHED |
How this triple was built (2 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: argues that socialism tends toward totalitarianism | Statement: [The Road to Serfdom, positionOnSocialism, argues that socialism tends toward totalitarianism]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: positionOnSocialism Context triple: [The Road to Serfdom, positionOnSocialism, argues that socialism tends toward totalitarianism]
-
A.
positionInMarxistCanon
Indicates the relative standing or importance of a work, idea, or figure within the body of Marxist theory and literature.
-
B.
positionOnFascism
Indicates a stance, attitude, or viewpoint that an entity holds regarding fascism.
-
C.
positionOnFreedom
Indicates a stance or viewpoint an entity holds regarding the concept, extent, or conditions of freedom.
-
D.
establishedAsSocialistState
Indicates that an entity formally created or declared another entity to be a socialist state as its system of governance.
-
E.
positionOnRights
Indicates a stance, opinion, or policy an entity holds regarding rights (such as legal, human, or civil rights).
- F. None of above. chosen
Provenance (4 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. |
| PD | Predicate disambiguation | batch_69af018fb0948190a9701b2e8e5d9bac |
completed | March 9, 2026, 5:21 p.m. |
| PDg | Predicate description generation | batch_69af01ee94ec8190aa6dde54d4571c04 |
completed | March 9, 2026, 5:22 p.m. |
Created at: March 9, 2026, 3:44 p.m.