Triple
T1374495
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Norman Thomas |
E30188
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Democratic Socialism
Democratic Socialism is a political ideology that advocates for a democratic political system alongside a socially owned or strongly regulated economy aimed at reducing inequality and providing broad social welfare.
|
E158213
|
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: Democratic Socialism | Statement: [Norman Thomas, notableWork, Democratic Socialism]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Democratic Socialism Context triple: [Norman Thomas, notableWork, Democratic Socialism]
-
A.
Social Democrats
The Social Democrats are a major left-leaning political movement, historically associated with democratic socialism and social justice, that has played a central role in European politics, particularly in Germany.
-
B.
Social Democrats, USA
Social Democrats, USA is an American social-democratic and anti-communist political organization that emerged in the early 1970s from a split in the Socialist Party of America.
-
C.
libertarian socialism
Libertarian socialism is a left-wing political philosophy that advocates a stateless, classless society based on direct democracy, workers’ self-management, and decentralized, non-hierarchical institutions.
-
D.
Social Democratic and Labour Party
The Social Democratic and Labour Party is a moderate Irish nationalist and social-democratic political party in Northern Ireland that has historically advocated non-violent constitutional nationalism and power-sharing during and after the Troubles.
-
E.
guild socialism
Guild socialism was a British political and economic movement that advocated worker-controlled industrial guilds operating within a decentralized socialist framework.
- 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: Democratic Socialism Triple: [Norman Thomas, notableWork, Democratic Socialism]
Generated description
Democratic Socialism is a political ideology that advocates for a democratic political system alongside a socially owned or strongly regulated economy aimed at reducing inequality and providing broad social welfare.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Democratic Socialism Target entity description: Democratic Socialism is a political ideology that advocates for a democratic political system alongside a socially owned or strongly regulated economy aimed at reducing inequality and providing broad social welfare.
-
A.
Social Democrats
The Social Democrats are a major left-leaning political movement, historically associated with democratic socialism and social justice, that has played a central role in European politics, particularly in Germany.
-
B.
Social Democrats, USA
Social Democrats, USA is an American social-democratic and anti-communist political organization that emerged in the early 1970s from a split in the Socialist Party of America.
-
C.
libertarian socialism
Libertarian socialism is a left-wing political philosophy that advocates a stateless, classless society based on direct democracy, workers’ self-management, and decentralized, non-hierarchical institutions.
-
D.
Social Democratic and Labour Party
The Social Democratic and Labour Party is a moderate Irish nationalist and social-democratic political party in Northern Ireland that has historically advocated non-violent constitutional nationalism and power-sharing during and after the Troubles.
-
E.
guild socialism
Guild socialism was a British political and economic movement that advocated worker-controlled industrial guilds operating within a decentralized socialist framework.
- 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_69a498f912008190a376a98b207b2071 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c2f7aeb08190b52ef1058c18327e |
completed | March 1, 2026, 10:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acd48397c88190b5be985bf92d47b8 |
completed | March 8, 2026, 1:44 a.m. |
| NEDg | Description generation | batch_69acd4efb73881908dda4973befc6aa5 |
completed | March 8, 2026, 1:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acd56ef0b081909df2efee97a4197c |
completed | March 8, 2026, 1:48 a.m. |
Created at: March 1, 2026, 7:57 p.m.