Triple

T2096276
Position Surface form Disambiguated ID Type / Status
Subject Émile Durkheim E32787 entity
Predicate influenced P9 FINISHED
Object Robert K. Merton
Robert K. Merton was a prominent American sociologist known for his theories of social structure and anomie, the concept of self-fulfilling prophecy, and major contributions to the sociology of science.
E236835 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: Robert K. Merton | Statement: [Émile Durkheim, influenced, Robert K. Merton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert K. Merton
Context triple: [Émile Durkheim, influenced, Robert K. Merton]
  • A. Talcott Parsons
    Talcott Parsons was a prominent American sociologist best known for developing structural functionalism and influential grand theories of social systems and action.
  • B. Norman H. Nie
    Norman H. Nie was an American political scientist and social researcher best known as a co-creator of the SPSS statistical software and for his influential work on political participation and survey research.
  • C. Robert N. Bellah
    Robert N. Bellah was an influential American sociologist of religion best known for his analyses of the moral and religious dimensions of modern society.
  • D. C. Wright Mills
    C. Wright Mills was an American sociologist best known for his critiques of power structures in modern society and for introducing the concept of the "sociological imagination."
  • E. Robert Nisbet
    Robert Nisbet was a 20th-century American sociologist and conservative social theorist known for his critiques of modern individualism and the erosion of traditional communities and intermediate institutions.
  • 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: Robert K. Merton
Triple: [Émile Durkheim, influenced, Robert K. Merton]
Generated description
Robert K. Merton was a prominent American sociologist known for his theories of social structure and anomie, the concept of self-fulfilling prophecy, and major contributions to the sociology of science.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert K. Merton
Target entity description: Robert K. Merton was a prominent American sociologist known for his theories of social structure and anomie, the concept of self-fulfilling prophecy, and major contributions to the sociology of science.
  • A. Talcott Parsons
    Talcott Parsons was a prominent American sociologist best known for developing structural functionalism and influential grand theories of social systems and action.
  • B. Norman H. Nie
    Norman H. Nie was an American political scientist and social researcher best known as a co-creator of the SPSS statistical software and for his influential work on political participation and survey research.
  • C. Robert N. Bellah
    Robert N. Bellah was an influential American sociologist of religion best known for his analyses of the moral and religious dimensions of modern society.
  • D. C. Wright Mills
    C. Wright Mills was an American sociologist best known for his critiques of power structures in modern society and for introducing the concept of the "sociological imagination."
  • E. Robert Nisbet
    Robert Nisbet was a 20th-century American sociologist and conservative social theorist known for his critiques of modern individualism and the erosion of traditional communities and intermediate institutions.
  • 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_69a885eba0708190999696a45cbec816 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69abba9b1f048190b82adfb7d8814173 completed March 7, 2026, 5:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae518d29d4819090aa2a1c6fc7304d completed March 9, 2026, 4:50 a.m.
NEDg Description generation batch_69ae522f0394819087a7e7d9c6ca354c completed March 9, 2026, 4:53 a.m.
NED2 Entity disambiguation (via description) batch_69ae5316acf881908dde9d83c36c8fd0 completed March 9, 2026, 4:56 a.m.
Created at: March 4, 2026, 7:43 p.m.