Triple

T10183117
Position Surface form Disambiguated ID Type / Status
Subject Robert K. Merton E236835 entity
Predicate notableWork P4 FINISHED
Object Social Theory and Social Structure
Social Theory and Social Structure is a foundational sociological work by Robert K. Merton that systematizes key concepts such as middle-range theory, reference groups, and anomie, profoundly shaping modern sociological theory.
E846486 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: Social Theory and Social Structure | Statement: [Robert K. Merton, notableWork, Social Theory and Social Structure]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Social Theory and Social Structure
Context triple: [Robert K. Merton, notableWork, Social Theory and Social Structure]
  • A. 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.
  • B. Structure and Process in Modern Societies
    Structure and Process in Modern Societies is a sociological work by Talcott Parsons that elaborates his structural-functional theory by examining how social structures and processes interact in contemporary societies.
  • C. The Rules of Sociological Method
    The Rules of Sociological Method is a foundational sociological treatise that systematically defines social facts and outlines a rigorous scientific approach to studying society.
  • D. The Sociological Tradition
    The Sociological Tradition is a seminal work of social theory by Robert Nisbet that traces and interprets the major ideas and thinkers shaping classical sociology.
  • E. The Methodology of the Social Sciences
    The Methodology of the Social Sciences is a foundational work by Max Weber that articulates his influential theories on social science methodology, including concepts like ideal types, value neutrality, and the interpretive understanding of social action.
  • 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: Social Theory and Social Structure
Triple: [Robert K. Merton, notableWork, Social Theory and Social Structure]
Generated description
Social Theory and Social Structure is a foundational sociological work by Robert K. Merton that systematizes key concepts such as middle-range theory, reference groups, and anomie, profoundly shaping modern sociological theory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Social Theory and Social Structure
Target entity description: Social Theory and Social Structure is a foundational sociological work by Robert K. Merton that systematizes key concepts such as middle-range theory, reference groups, and anomie, profoundly shaping modern sociological theory.
  • A. 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.
  • B. Structure and Process in Modern Societies
    Structure and Process in Modern Societies is a sociological work by Talcott Parsons that elaborates his structural-functional theory by examining how social structures and processes interact in contemporary societies.
  • C. The Rules of Sociological Method
    The Rules of Sociological Method is a foundational sociological treatise that systematically defines social facts and outlines a rigorous scientific approach to studying society.
  • D. The Sociological Tradition
    The Sociological Tradition is a seminal work of social theory by Robert Nisbet that traces and interprets the major ideas and thinkers shaping classical sociology.
  • E. The Methodology of the Social Sciences
    The Methodology of the Social Sciences is a foundational work by Max Weber that articulates his influential theories on social science methodology, including concepts like ideal types, value neutrality, and the interpretive understanding of social action.
  • 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_69ca84d7260c8190bfbec36762943f37 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cded3408b88190a7d981a6dcea48d9 completed April 2, 2026, 4:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69d3179b9de88190ba3beb7d6dbf7ad3 completed April 6, 2026, 2:16 a.m.
NEDg Description generation batch_69d318d099648190a42fffec876711dd completed April 6, 2026, 2:22 a.m.
NED2 Entity disambiguation (via description) batch_69d3194331c481909b8ef2dead8ed105 completed April 6, 2026, 2:24 a.m.
Created at: March 30, 2026, 9:12 p.m.