Triple
T16339684
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ujamaa: Essays on Socialism |
E396763
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
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.
|
E1207301
|
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: Democracy and the Party System | Statement: [Ujamaa: Essays on Socialism, hasPart, Democracy and the Party System]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Democracy and the Party System Context triple: [Ujamaa: Essays on Socialism, hasPart, Democracy and the Party System]
-
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.
Polyarchy: Participation and Opposition
Polyarchy: Participation and Opposition is a seminal political science book by Robert A. Dahl that develops the concept of polyarchy to analyze the conditions and institutions underpinning modern representative democracy.
-
C.
Democratic Ideals and Reality
Democratic Ideals and Reality is a 1919 geopolitical treatise by Halford Mackinder that argues control of the Eurasian "Heartland" is key to global power and critiques liberal idealism in post–World War I peace planning.
-
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.
Democracy and Its Critics
Democracy and Its Critics is a major work of political theory by Robert A. Dahl that systematically examines, defends, and refines the principles and practice of modern democracy against its main philosophical challenges.
- 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: Democracy and the Party System Triple: [Ujamaa: Essays on Socialism, hasPart, Democracy and the Party System]
Generated description
"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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Democracy and the Party System Target entity description: "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.
-
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.
Polyarchy: Participation and Opposition
Polyarchy: Participation and Opposition is a seminal political science book by Robert A. Dahl that develops the concept of polyarchy to analyze the conditions and institutions underpinning modern representative democracy.
-
C.
Democratic Ideals and Reality
Democratic Ideals and Reality is a 1919 geopolitical treatise by Halford Mackinder that argues control of the Eurasian "Heartland" is key to global power and critiques liberal idealism in post–World War I peace planning.
-
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.
Democracy and Its Critics
Democracy and Its Critics is a major work of political theory by Robert A. Dahl that systematically examines, defends, and refines the principles and practice of modern democracy against its main philosophical challenges.
- 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_69d87f26864c819088365ca381a003c2 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e2da08fbc88190a31127d10ca633d6 |
completed | April 18, 2026, 1:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00261b31c08190908a72bff20871be |
completed | May 10, 2026, 6:30 a.m. |
| NEDg | Description generation | batch_6a0028275f008190abd10f186bdf9fd2 |
completed | May 10, 2026, 6:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0028e71de88190b48e33f2116e78dc |
completed | May 10, 2026, 6:42 a.m. |
Created at: April 10, 2026, 5:07 a.m.