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.