Triple

T6164418
Position Surface form Disambiguated ID Type / Status
Subject Stefano Zamagni E137520 entity
Predicate notableWork P4 FINISHED
Object Dizionario di Economia Civile
Dizionario di Economia Civile is a reference work on civil economy that explores economic concepts from the perspective of ethics, reciprocity, and the common good, edited by economist Stefano Zamagni and collaborators.
E573597 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: Dizionario di Economia Civile | Statement: [Stefano Zamagni, notableWork, Dizionario di Economia Civile]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dizionario di Economia Civile
Context triple: [Stefano Zamagni, notableWork, Dizionario di Economia Civile]
  • A. Economica
    Economica is a long-running, peer-reviewed academic journal in economics known for publishing influential theoretical and empirical research.
  • B. Oeconomicus
    Oeconomicus is a Socratic dialogue by Xenophon that explores household management, agriculture, and the roles of men and women in classical Athenian society.
  • C. Grundsätze der Volkswirtschaftslehre
    Grundsätze der Volkswirtschaftslehre is Carl Menger’s foundational 1871 treatise that launched the Austrian School of economics and introduced the theory of marginal utility.
  • D. The Acquisitive Society
    The Acquisitive Society is a 1920 book by British social critic R. H. Tawney that offers a moral and economic critique of capitalism and argues for a more socially responsible and egalitarian economic order.
  • E. Lezioni di politica sociale
    Lezioni di politica sociale is a seminal work by Italian economist and statesman Luigi Einaudi that explores the principles and implications of social policy within a liberal economic 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: Dizionario di Economia Civile
Triple: [Stefano Zamagni, notableWork, Dizionario di Economia Civile]
Generated description
Dizionario di Economia Civile is a reference work on civil economy that explores economic concepts from the perspective of ethics, reciprocity, and the common good, edited by economist Stefano Zamagni and collaborators.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dizionario di Economia Civile
Target entity description: Dizionario di Economia Civile is a reference work on civil economy that explores economic concepts from the perspective of ethics, reciprocity, and the common good, edited by economist Stefano Zamagni and collaborators.
  • A. Economica
    Economica is a long-running, peer-reviewed academic journal in economics known for publishing influential theoretical and empirical research.
  • B. Oeconomicus
    Oeconomicus is a Socratic dialogue by Xenophon that explores household management, agriculture, and the roles of men and women in classical Athenian society.
  • C. Grundsätze der Volkswirtschaftslehre
    Grundsätze der Volkswirtschaftslehre is Carl Menger’s foundational 1871 treatise that launched the Austrian School of economics and introduced the theory of marginal utility.
  • D. The Acquisitive Society
    The Acquisitive Society is a 1920 book by British social critic R. H. Tawney that offers a moral and economic critique of capitalism and argues for a more socially responsible and egalitarian economic order.
  • E. Lezioni di politica sociale
    Lezioni di politica sociale is a seminal work by Italian economist and statesman Luigi Einaudi that explores the principles and implications of social policy within a liberal economic 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_69c008a54fc88190b6ce4416490ca79d completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05d6036f88190a4bf540e7fe8d48d completed March 22, 2026, 9:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c1419e7f0481908b7ce6f36871f1ad completed March 23, 2026, 1:35 p.m.
NEDg Description generation batch_69c14855288881909b842db040fe5c54 completed March 23, 2026, 2:04 p.m.
NED2 Entity disambiguation (via description) batch_69c148d16c048190a473e8f49df43705 completed March 23, 2026, 2:06 p.m.
Created at: March 22, 2026, 4:17 p.m.