Triple

T11851274
Position Surface form Disambiguated ID Type / Status
Subject Leipzig literary circles E281913 entity
Predicate hasPart P35 FINISHED
Object Leipzig bourgeois reading societies
Leipzig bourgeois reading societies were middle-class cultural associations in Leipzig that fostered communal reading, literary discussion, and intellectual exchange among the city’s educated bourgeoisie.
E948879 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: Leipzig bourgeois reading societies | Statement: [Leipzig literary circles, hasPart, Leipzig bourgeois reading societies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leipzig bourgeois reading societies
Context triple: [Leipzig literary circles, hasPart, Leipzig bourgeois reading societies]
  • A. Leipzig literary circles
    Leipzig literary circles were influential 18th-century German intellectual and literary groups centered in Leipzig that helped shape early Enlightenment literature and criticism.
  • B. Allgemeine Deutsche Bibliothek
    Allgemeine Deutsche Bibliothek was an influential 18th-century German literary and critical journal edited by Friedrich Nicolai that played a key role in shaping Enlightenment-era literary discourse.
  • C. Jena Romantic circle
    The Jena Romantic circle was an influential group of early German Romantic writers and thinkers centered in Jena around 1800, including figures such as the Schlegel brothers, Novalis, and others who helped shape modern literary and philosophical Romanticism.
  • D. Republic of Letters
    The Republic of Letters was an informal, transnational community of scholars, writers, and intellectuals who exchanged ideas through correspondence and publications, playing a key role in shaping Enlightenment thought.
  • E. Central European intellectuals
    Central European intellectuals are scholars, writers, and cultural figures from countries like Hungary, Poland, the Czech Republic, and Austria whose work has significantly shaped European philosophy, literature, and political thought.
  • 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: Leipzig bourgeois reading societies
Triple: [Leipzig literary circles, hasPart, Leipzig bourgeois reading societies]
Generated description
Leipzig bourgeois reading societies were middle-class cultural associations in Leipzig that fostered communal reading, literary discussion, and intellectual exchange among the city’s educated bourgeoisie.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Leipzig bourgeois reading societies
Target entity description: Leipzig bourgeois reading societies were middle-class cultural associations in Leipzig that fostered communal reading, literary discussion, and intellectual exchange among the city’s educated bourgeoisie.
  • A. Leipzig literary circles
    Leipzig literary circles were influential 18th-century German intellectual and literary groups centered in Leipzig that helped shape early Enlightenment literature and criticism.
  • B. Allgemeine Deutsche Bibliothek
    Allgemeine Deutsche Bibliothek was an influential 18th-century German literary and critical journal edited by Friedrich Nicolai that played a key role in shaping Enlightenment-era literary discourse.
  • C. Jena Romantic circle
    The Jena Romantic circle was an influential group of early German Romantic writers and thinkers centered in Jena around 1800, including figures such as the Schlegel brothers, Novalis, and others who helped shape modern literary and philosophical Romanticism.
  • D. Republic of Letters
    The Republic of Letters was an informal, transnational community of scholars, writers, and intellectuals who exchanged ideas through correspondence and publications, playing a key role in shaping Enlightenment thought.
  • E. Central European intellectuals
    Central European intellectuals are scholars, writers, and cultural figures from countries like Hungary, Poland, the Czech Republic, and Austria whose work has significantly shaped European philosophy, literature, and political thought.
  • 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_69d6ab287ba48190a5178779fd19b9b7 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a65db52c8190a218736da17d0153 completed April 10, 2026, 7:27 a.m.
NED1 Entity disambiguation (via context triple) batch_69f167b947d48190a07da6f5255d289a completed April 29, 2026, 2:06 a.m.
NEDg Description generation batch_69f17006e6108190b51b20ddf6d2368c completed April 29, 2026, 2:42 a.m.
NED2 Entity disambiguation (via description) batch_69f17819af5c8190a98db3cd8eff8da2 completed April 29, 2026, 3:16 a.m.
Created at: April 8, 2026, 9:43 p.m.