Triple

T23000612
Position Surface form Disambiguated ID Type / Status
Subject Giovanni Sartori E572621 entity
Predicate notableWork P4 FINISHED
Object Parties and Party Systems
Parties and Party Systems is a seminal work of comparative political science that develops a systematic framework for classifying and analyzing party systems and their impact on democratic governance.
 E1565484 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: Parties and Party Systems | Statement: [Giovanni Sartori, notableWork, Parties and Party Systems]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Parties and Party Systems
Context triple: [Giovanni Sartori, notableWork, Parties and Party Systems]
  • A. Electoral Systems and Party Systems
    "Electoral Systems and Party Systems" is a seminal comparative politics book by Arend Lijphart that analyzes how different electoral rules shape the number, type, and behavior of political parties in democratic systems.
  • B. Democracy and the Party System
    "Democracy and the Party System" is an essay by Julius Nyerere that analyzes how democratic governance should function within a socialist, one-party political framework.
  • C. The People and the Party System
    "The People and the Party System" is a political science book by constitutional scholar Vernon Bogdanor that analyzes the structure, evolution, and functioning of the British party system and its relationship with democratic representation.
  • D. Systematic Politics
    Systematic Politics is a foundational work in political science by Charles E. Merriam that helped establish the behavioral and empirical study of political processes.
  • E. The Political System
    The Political System is a foundational work of political science by David Easton that introduced a systems-theory approach to analyzing political life and processes.
  • 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: Parties and Party Systems
Triple: [Giovanni Sartori, notableWork, Parties and Party Systems]
Generated description
Parties and Party Systems is a seminal work of comparative political science that develops a systematic framework for classifying and analyzing party systems and their impact on democratic governance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Parties and Party Systems
Target entity description: Parties and Party Systems is a seminal work of comparative political science that develops a systematic framework for classifying and analyzing party systems and their impact on democratic governance.
  • A. Electoral Systems and Party Systems
    "Electoral Systems and Party Systems" is a seminal comparative politics book by Arend Lijphart that analyzes how different electoral rules shape the number, type, and behavior of political parties in democratic systems.
  • B. Democracy and the Party System
    "Democracy and the Party System" is an essay by Julius Nyerere that analyzes how democratic governance should function within a socialist, one-party political framework.
  • C. The People and the Party System
    "The People and the Party System" is a political science book by constitutional scholar Vernon Bogdanor that analyzes the structure, evolution, and functioning of the British party system and its relationship with democratic representation.
  • D. Systematic Politics
    Systematic Politics is a foundational work in political science by Charles E. Merriam that helped establish the behavioral and empirical study of political processes.
  • E. The Political System
    The Political System is a foundational work of political science by David Easton that introduced a systems-theory approach to analyzing political life and processes.
  • 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_69e245b6a3ac81908087599eefe3e365 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f18352bcf48190bd474eff69b3465b completed April 29, 2026, 4:04 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bd380d84c8190ad825e4ef92e6c93 completed May 19, 2026, 3:05 a.m.
NEDg Description generation batch_6a0bd780bf048190be000d6b01b7a69e completed May 19, 2026, 3:22 a.m.
NED2 Entity disambiguation (via description) batch_6a0bd80b76248190b3878e6f6992db25 completed May 19, 2026, 3:24 a.m.
Created at: April 17, 2026, 3:50 p.m.