Triple

T10149498
Position Surface form Disambiguated ID Type / Status
Subject Edith Abbott E232592 entity
Predicate memberOf P10 FINISHED
Object American Association of Social Workers
The American Association of Social Workers was a professional organization in the United States that represented and advanced the interests, standards, and education of social workers.
 E843421 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: American Association of Social Workers | Statement: [Edith Abbott, memberOf, American Association of Social Workers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: American Association of Social Workers
Context triple: [Edith Abbott, memberOf, American Association of Social Workers]
  • A. National Conference of Social Work
    The National Conference of Social Work was a major professional gathering and organization in the United States that brought together social workers, policymakers, and reformers to discuss and advance social welfare issues and practices.
  • B. Council on Social Work Education
    The Council on Social Work Education is the primary national accrediting body and membership organization for social work education programs in the United States.
  • C. American Sociological Association
    The American Sociological Association is a major professional organization in the United States dedicated to advancing sociological research, teaching, and public engagement.
  • D. American Social Science Association
    The American Social Science Association was a 19th-century U.S. organization that promoted the systematic study and reform of social issues such as education, public health, and criminal justice.
  • E. Norwegian Union of Social Educators and Social Workers
    The Norwegian Union of Social Educators and Social Workers is a Norwegian trade union representing professionals in social work and social education fields.
  • 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: American Association of Social Workers
Triple: [Edith Abbott, memberOf, American Association of Social Workers]
Generated description
The American Association of Social Workers was a professional organization in the United States that represented and advanced the interests, standards, and education of social workers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: American Association of Social Workers
Target entity description: The American Association of Social Workers was a professional organization in the United States that represented and advanced the interests, standards, and education of social workers.
  • A. National Conference of Social Work
    The National Conference of Social Work was a major professional gathering and organization in the United States that brought together social workers, policymakers, and reformers to discuss and advance social welfare issues and practices.
  • B. Council on Social Work Education
    The Council on Social Work Education is the primary national accrediting body and membership organization for social work education programs in the United States.
  • C. American Sociological Association
    The American Sociological Association is a major professional organization in the United States dedicated to advancing sociological research, teaching, and public engagement.
  • D. American Social Science Association
    The American Social Science Association was a 19th-century U.S. organization that promoted the systematic study and reform of social issues such as education, public health, and criminal justice.
  • E. Norwegian Union of Social Educators and Social Workers
    The Norwegian Union of Social Educators and Social Workers is a Norwegian trade union representing professionals in social work and social education fields.
  • 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_69ca84885e48819088a31b127cf44904 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cdec03e80c81909c813dae91c56272 completed April 2, 2026, 4:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2e6369c848190984394eedf2f07eb completed April 5, 2026, 10:46 p.m.
NEDg Description generation batch_69d2e7408e58819083c43e334a87a09f completed April 5, 2026, 10:50 p.m.
NED2 Entity disambiguation (via description) batch_69d2e7b854d08190ac2af642970b7f09 completed April 5, 2026, 10:52 p.m.
Created at: March 30, 2026, 9:08 p.m.