Triple

T12694196
Position Surface form Disambiguated ID Type / Status
Subject George Stigler E303285 entity
Predicate notableWork P4 FINISHED
Object The Citizen and the State
The Citizen and the State is a book by economist George Stigler that analyzes the economic theory of regulation and the relationship between government and individual citizens.
E998219 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 Citizen and the State | Statement: [George Stigler, notableWork, The Citizen and the State]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Citizen and the State
Context triple: [George Stigler, notableWork, The Citizen and the State]
  • A. A Fragment on Government
    A Fragment on Government is an influential 1776 political treatise by Jeremy Bentham that critiques William Blackstone’s Commentaries and lays early foundations for utilitarian legal and political theory.
  • B. Über die Grenzen der Wirksamkeit des Staates
    Über die Grenzen der Wirksamkeit des Staates is a seminal political-philosophical essay by Wilhelm von Humboldt that argues for limiting state intervention to protect individual freedom and self-development.
  • C. The Myth of the State
    The Myth of the State is a posthumously published philosophical work by Ernst Cassirer that analyzes the role of myth and symbolic thought in the rise of modern political ideologies and totalitarianism.
  • D. An Inquiry into the Principles and Policy of the Government of the United States
    An Inquiry into the Principles and Policy of the Government of the United States is an 1814 political treatise by John Taylor of Caroline that offers a states’ rights, agrarian, and anti-Federalist critique of the U.S. Constitution and federal power.
  • E. The Constitution of Society
    The Constitution of Society is Anthony Giddens’s major theoretical work that systematically presents his structuration theory, explaining how social structures and human agency are mutually constitutive.
  • 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 Citizen and the State
Triple: [George Stigler, notableWork, The Citizen and the State]
Generated description
The Citizen and the State is a book by economist George Stigler that analyzes the economic theory of regulation and the relationship between government and individual citizens.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Citizen and the State
Target entity description: The Citizen and the State is a book by economist George Stigler that analyzes the economic theory of regulation and the relationship between government and individual citizens.
  • A. A Fragment on Government
    A Fragment on Government is an influential 1776 political treatise by Jeremy Bentham that critiques William Blackstone’s Commentaries and lays early foundations for utilitarian legal and political theory.
  • B. Über die Grenzen der Wirksamkeit des Staates
    Über die Grenzen der Wirksamkeit des Staates is a seminal political-philosophical essay by Wilhelm von Humboldt that argues for limiting state intervention to protect individual freedom and self-development.
  • C. The Myth of the State
    The Myth of the State is a posthumously published philosophical work by Ernst Cassirer that analyzes the role of myth and symbolic thought in the rise of modern political ideologies and totalitarianism.
  • D. An Inquiry into the Principles and Policy of the Government of the United States
    An Inquiry into the Principles and Policy of the Government of the United States is an 1814 political treatise by John Taylor of Caroline that offers a states’ rights, agrarian, and anti-Federalist critique of the U.S. Constitution and federal power.
  • E. The Constitution of Society
    The Constitution of Society is Anthony Giddens’s major theoretical work that systematically presents his structuration theory, explaining how social structures and human agency are mutually constitutive.
  • 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_69d7bdef90d48190b46b88270e780946 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d961ebd17081909f983567e4b36533 completed April 10, 2026, 8:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f671ae935c8190a7fc2cf3c0987248 completed May 2, 2026, 9:50 p.m.
NEDg Description generation batch_69f6740129688190b286ce7acb4848c7 completed May 2, 2026, 10 p.m.
NED2 Entity disambiguation (via description) batch_69f675249d248190933421df49d3a2ab completed May 2, 2026, 10:05 p.m.
Created at: April 9, 2026, 5:22 p.m.