Triple

T10038245
Position Surface form Disambiguated ID Type / Status
Subject Katherine Johnson E205226 entity
Predicate memberOf P10 FINISHED
Object Alpha Kappa Alpha Sorority, Incorporated
Alpha Kappa Alpha Sorority, Incorporated is the first historically African American Greek-letter sorority, renowned for its commitment to scholarship, leadership, and community service among Black women.
E837383 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: Alpha Kappa Alpha Sorority, Incorporated | Statement: [Katherine Johnson, memberOf, Alpha Kappa Alpha Sorority, Incorporated]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Alpha Kappa Alpha Sorority, Incorporated
Context triple: [Katherine Johnson, memberOf, Alpha Kappa Alpha Sorority, Incorporated]
  • A. Delta Sigma Theta Sorority, Inc.
    Delta Sigma Theta Sorority, Inc. is a historically Black, public service–oriented sorority founded in 1913 at Howard University, known for its advocacy, scholarship, and community service initiatives.
  • B. National Council of Negro Women
    The National Council of Negro Women is a nonprofit organization founded in 1935 by Mary McLeod Bethune to advance the rights, education, and economic opportunities of Black women and their families in the United States and abroad.
  • C. National Association of Colored Women
    The National Association of Colored Women was a pioneering African American women’s organization founded in 1896 that advanced civil rights, education, and social reform through the motto “Lifting as We Climb.”
  • D. Alpha Phi Alpha
    Alpha Phi Alpha is the first intercollegiate historically African American Greek-letter fraternity, founded in 1906 at Cornell University and known for its emphasis on scholarship, leadership, and civil rights activism.
  • E. National Coalition of 100 Black Women
    The National Coalition of 100 Black Women is a nonprofit advocacy organization dedicated to empowering Black women and girls through leadership development, economic empowerment, and policy advocacy.
  • 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: Alpha Kappa Alpha Sorority, Incorporated
Triple: [Katherine Johnson, memberOf, Alpha Kappa Alpha Sorority, Incorporated]
Generated description
Alpha Kappa Alpha Sorority, Incorporated is the first historically African American Greek-letter sorority, renowned for its commitment to scholarship, leadership, and community service among Black women.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Alpha Kappa Alpha Sorority, Incorporated
Target entity description: Alpha Kappa Alpha Sorority, Incorporated is the first historically African American Greek-letter sorority, renowned for its commitment to scholarship, leadership, and community service among Black women.
  • A. Delta Sigma Theta Sorority, Inc.
    Delta Sigma Theta Sorority, Inc. is a historically Black, public service–oriented sorority founded in 1913 at Howard University, known for its advocacy, scholarship, and community service initiatives.
  • B. National Council of Negro Women
    The National Council of Negro Women is a nonprofit organization founded in 1935 by Mary McLeod Bethune to advance the rights, education, and economic opportunities of Black women and their families in the United States and abroad.
  • C. National Association of Colored Women
    The National Association of Colored Women was a pioneering African American women’s organization founded in 1896 that advanced civil rights, education, and social reform through the motto “Lifting as We Climb.”
  • D. Alpha Phi Alpha
    Alpha Phi Alpha is the first intercollegiate historically African American Greek-letter fraternity, founded in 1906 at Cornell University and known for its emphasis on scholarship, leadership, and civil rights activism.
  • E. National Coalition of 100 Black Women
    The National Coalition of 100 Black Women is a nonprofit advocacy organization dedicated to empowering Black women and girls through leadership development, economic empowerment, and policy advocacy.
  • 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_69ca834f70e88190b2d74828b7767ec1 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cdcee04afc8190904704d66e23a432 completed April 2, 2026, 2:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69d282608d688190832c37442f53099a completed April 5, 2026, 3:40 p.m.
NEDg Description generation batch_69d2840bb2e881908a7e7a40229769e0 completed April 5, 2026, 3:47 p.m.
NED2 Entity disambiguation (via description) batch_69d2847c9bb881908a6330dfe2c2c1a4 completed April 5, 2026, 3:49 p.m.
Created at: March 30, 2026, 8:55 p.m.