Triple

T9111426
Position Surface form Disambiguated ID Type / Status
Subject Michael Mann (historian) E218608 entity
Predicate knownFor P22 FINISHED
Object IEMP model of social power
The IEMP model of social power is Michael Mann’s influential theoretical framework that explains historical and social change through the interaction of four key sources of power: ideological, economic, military, and political.
E779059 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: IEMP model of social power | Statement: [Michael Mann (historian), knownFor, IEMP model of social power]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: IEMP model of social power
Context triple: [Michael Mann (historian), knownFor, IEMP model of social power]
  • A. Managing With Power: Politics and Influence in Organizations
    Managing With Power: Politics and Influence in Organizations is a seminal management book that analyzes how power and political dynamics operate within organizations and how individuals can effectively build and use influence at work.
  • B. The Social Framework
    The Social Framework is an influential economics book by John R. Hicks that presents a systematic introduction to the structure and functioning of a modern economic system.
  • C. Strength and Weakness of the Social Sciences
    "Strength and Weakness of the Social Sciences" is a critical work by biologist and philosopher Gunther Stent that examines the methodological limits, explanatory power, and epistemological status of the social sciences in comparison to the natural sciences.
  • D. Foundations of Social Theory
    Foundations of Social Theory is a major sociological work that systematically develops a rational choice framework to explain how individual actions generate larger social structures and institutions.
  • E. Introduction to Mathematical Sociology
    Introduction to Mathematical Sociology is a foundational book that systematically applies mathematical models and formal reasoning to the study of social structures 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: IEMP model of social power
Triple: [Michael Mann (historian), knownFor, IEMP model of social power]
Generated description
The IEMP model of social power is Michael Mann’s influential theoretical framework that explains historical and social change through the interaction of four key sources of power: ideological, economic, military, and political.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: IEMP model of social power
Target entity description: The IEMP model of social power is Michael Mann’s influential theoretical framework that explains historical and social change through the interaction of four key sources of power: ideological, economic, military, and political.
  • A. Managing With Power: Politics and Influence in Organizations
    Managing With Power: Politics and Influence in Organizations is a seminal management book that analyzes how power and political dynamics operate within organizations and how individuals can effectively build and use influence at work.
  • B. The Social Framework
    The Social Framework is an influential economics book by John R. Hicks that presents a systematic introduction to the structure and functioning of a modern economic system.
  • C. Strength and Weakness of the Social Sciences
    "Strength and Weakness of the Social Sciences" is a critical work by biologist and philosopher Gunther Stent that examines the methodological limits, explanatory power, and epistemological status of the social sciences in comparison to the natural sciences.
  • D. Foundations of Social Theory
    Foundations of Social Theory is a major sociological work that systematically develops a rational choice framework to explain how individual actions generate larger social structures and institutions.
  • E. Introduction to Mathematical Sociology
    Introduction to Mathematical Sociology is a foundational book that systematically applies mathematical models and formal reasoning to the study of social structures 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_69ca83dc94ac8190b9ef42684d36ff39 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cca8495c448190b9bb3803fb2dda70 completed April 1, 2026, 5:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69d030467b188190a6d99bf2fc65207d completed April 3, 2026, 9:25 p.m.
NEDg Description generation batch_69d0316f47c88190920843b469d15069 completed April 3, 2026, 9:30 p.m.
NED2 Entity disambiguation (via description) batch_69d032778adc8190a087497507a6e1ca completed April 3, 2026, 9:34 p.m.
Created at: March 30, 2026, 7:16 p.m.