Triple
T2588960
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | American Railway Union |
E58071
|
entity |
| Predicate | followedBy |
P78
|
FINISHED |
| Object |
Social Democracy of America
Social Democracy of America was a late-19th-century American socialist political organization that emerged from the labor movement and helped lay the groundwork for the Socialist Party of America.
|
E278610
|
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: Social Democracy of America | Statement: [American Railway Union, followedBy, Social Democracy of America]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Social Democracy of America Context triple: [American Railway Union, followedBy, Social Democracy of America]
-
A.
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.
-
B.
System of Positive Polity
System of Positive Polity is Auguste Comte’s multi-volume work that elaborates his philosophy of positivism into a comprehensive social and political doctrine aimed at reorganizing society on scientific and altruistic principles.
-
C.
The Great Democracies
The Great Democracies is the fourth volume of Winston Churchill’s historical series A History of the English-Speaking Peoples, covering the rise of modern democratic institutions in the 19th and early 20th centuries.
-
D.
Social Democratic Federation
The Social Democratic Federation was a pioneering British socialist political organization of the late 19th and early 20th centuries that advocated Marxist principles and workers’ rights.
-
E.
American democracy
American democracy is the system of government in the United States characterized by representative institutions, constitutional checks and balances, and popular participation in political decision-making.
- 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: Social Democracy of America Triple: [American Railway Union, followedBy, Social Democracy of America]
Generated description
Social Democracy of America was a late-19th-century American socialist political organization that emerged from the labor movement and helped lay the groundwork for the Socialist Party of America.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Social Democracy of America Target entity description: Social Democracy of America was a late-19th-century American socialist political organization that emerged from the labor movement and helped lay the groundwork for the Socialist Party of America.
-
A.
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.
-
B.
System of Positive Polity
System of Positive Polity is Auguste Comte’s multi-volume work that elaborates his philosophy of positivism into a comprehensive social and political doctrine aimed at reorganizing society on scientific and altruistic principles.
-
C.
The Great Democracies
The Great Democracies is the fourth volume of Winston Churchill’s historical series A History of the English-Speaking Peoples, covering the rise of modern democratic institutions in the 19th and early 20th centuries.
-
D.
Social Democratic Federation
The Social Democratic Federation was a pioneering British socialist political organization of the late 19th and early 20th centuries that advocated Marxist principles and workers’ rights.
-
E.
American democracy
American democracy is the system of government in the United States characterized by representative institutions, constitutional checks and balances, and popular participation in political decision-making.
- 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_69ab4ac019c8819094add11c46706e32 |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abd3fd1d608190a0cf0d12a9e6ce59 |
completed | March 7, 2026, 7:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af658782f88190a83a4f7256d6a7b2 |
completed | March 10, 2026, 12:27 a.m. |
| NEDg | Description generation | batch_69af660bc6cc8190a98dca9632d5635d |
completed | March 10, 2026, 12:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af667f0458819091d88011f49dc1ae |
completed | March 10, 2026, 12:31 a.m. |
Created at: March 6, 2026, 9:49 p.m.