Triple

T6391369
Position Surface form Disambiguated ID Type / Status
Subject Lincoln Steffens E143834 entity
Predicate notableWork P4 FINISHED
Object The Struggle for Self-Government
*The Struggle for Self-Government* is a muckraking political exposé by journalist Lincoln Steffens that critiques corruption in American politics and advocates for democratic reform.
E591248 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: The Struggle for Self-Government | Statement: [Lincoln Steffens, notableWork, The Struggle for Self-Government]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Struggle for Self-Government
Context triple: [Lincoln Steffens, notableWork, The Struggle for Self-Government]
  • A. A Nation in Making
    A Nation in Making is the political autobiography of Indian nationalist leader Surendranath Banerjee, chronicling his role in the early Indian freedom movement and the evolution of Indian nationalism.
  • B. Liberty and Order
    Liberty and Order is the national motto of Colombia, expressing the country’s foundational ideals of freedom under a framework of lawful governance.
  • 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. The Social Struggle
    "The Social Struggle" is an episode of the nature documentary series *The Private Life of Plants* that explores how plants compete and cooperate for resources, survival, and reproduction.
  • E. The March of Democracy
    The March of Democracy is a multi-volume historical work by James Truslow Adams that traces the development of democratic ideals and institutions in the United States.
  • 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: The Struggle for Self-Government
Triple: [Lincoln Steffens, notableWork, The Struggle for Self-Government]
Generated description
*The Struggle for Self-Government* is a muckraking political exposé by journalist Lincoln Steffens that critiques corruption in American politics and advocates for democratic reform.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Struggle for Self-Government
Target entity description: *The Struggle for Self-Government* is a muckraking political exposé by journalist Lincoln Steffens that critiques corruption in American politics and advocates for democratic reform.
  • A. A Nation in Making
    A Nation in Making is the political autobiography of Indian nationalist leader Surendranath Banerjee, chronicling his role in the early Indian freedom movement and the evolution of Indian nationalism.
  • B. Liberty and Order
    Liberty and Order is the national motto of Colombia, expressing the country’s foundational ideals of freedom under a framework of lawful governance.
  • 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. The Social Struggle
    "The Social Struggle" is an episode of the nature documentary series *The Private Life of Plants* that explores how plants compete and cooperate for resources, survival, and reproduction.
  • E. The March of Democracy
    The March of Democracy is a multi-volume historical work by James Truslow Adams that traces the development of democratic ideals and institutions in the United States.
  • 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_69c008db906c819096f3597d55d95432 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0687c7fdc819099cbbb937dec215e completed March 22, 2026, 10:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6388b02888190989623c658469a5a completed March 27, 2026, 7:58 a.m.
NEDg Description generation batch_69c63c71ac188190ad7912d2e6a68af8 completed March 27, 2026, 8:14 a.m.
NED2 Entity disambiguation (via description) batch_69c63cdf225c8190b26a23496d0acc1a completed March 27, 2026, 8:16 a.m.
Created at: March 22, 2026, 4:34 p.m.