Triple
T4165381
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Road to Serfdom |
E84432
|
entity |
| Predicate | hasIllustrationsBy |
P2761
|
FINISHED |
| Object |
John Heartfield (in some editions)
John Heartfield was a German artist and pioneering political photomontagist known for his powerful anti-fascist and anti-Nazi visual propaganda.
|
E418199
|
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: John Heartfield (in some editions) | Statement: [The Road to Serfdom, hasIllustrationsBy, John Heartfield (in some editions)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Heartfield (in some editions) Context triple: [The Road to Serfdom, hasIllustrationsBy, John Heartfield (in some editions)]
-
A.
Hannah Höch
Hannah Höch was a pioneering German avant-garde artist best known for her politically charged photomontages and her central role in the Berlin Dada movement.
-
B.
Kurt Schwitters
Kurt Schwitters was a German artist and poet best known for his pioneering Merz collages and his influential role in the Dada and early avant-garde movements.
-
C.
George Grosz
George Grosz was a German painter and caricaturist best known for his biting, satirical depictions of Weimar society and his influential role in early 20th-century avant-garde art movements.
-
D.
Otto Dix
Otto Dix was a German painter and printmaker renowned for his harshly realistic and often grotesque depictions of war and Weimar society, making him a central figure of 20th-century Expressionism and New Objectivity.
-
E.
Otl Aicher
Otl Aicher was a German graphic designer renowned for his influential modernist visual identity work, including the iconic pictograms and design system for the 1972 Munich Olympics.
- 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: John Heartfield (in some editions) Triple: [The Road to Serfdom, hasIllustrationsBy, John Heartfield (in some editions)]
Generated description
John Heartfield was a German artist and pioneering political photomontagist known for his powerful anti-fascist and anti-Nazi visual propaganda.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Heartfield (in some editions) Target entity description: John Heartfield was a German artist and pioneering political photomontagist known for his powerful anti-fascist and anti-Nazi visual propaganda.
-
A.
Hannah Höch
Hannah Höch was a pioneering German avant-garde artist best known for her politically charged photomontages and her central role in the Berlin Dada movement.
-
B.
Kurt Schwitters
Kurt Schwitters was a German artist and poet best known for his pioneering Merz collages and his influential role in the Dada and early avant-garde movements.
-
C.
George Grosz
George Grosz was a German painter and caricaturist best known for his biting, satirical depictions of Weimar society and his influential role in early 20th-century avant-garde art movements.
-
D.
Otto Dix
Otto Dix was a German painter and printmaker renowned for his harshly realistic and often grotesque depictions of war and Weimar society, making him a central figure of 20th-century Expressionism and New Objectivity.
-
E.
Otl Aicher
Otl Aicher was a German graphic designer renowned for his influential modernist visual identity work, including the iconic pictograms and design system for the 1972 Munich Olympics.
- 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.