Triple

T503140
Position Surface form Disambiguated ID Type / Status
Subject National Urban League E10441 entity
Predicate program P804 FINISHED
Object Project Ready
Project Ready is a National Urban League youth development initiative that prepares middle and high school students of color for college, careers, and civic engagement through academic support, mentoring, and leadership training.
E62438 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: Project Ready | Statement: [National Urban League, program, Project Ready]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Project Ready
Context triple: [National Urban League, program, Project Ready]
  • A. Project Y
    Project Y was the secret codename for the Los Alamos Laboratory, the central research site of the Manhattan Project where the first atomic bombs were designed and built during World War II.
  • B. Works Progress Administration
    The Works Progress Administration was a New Deal agency that provided millions of jobs during the Great Depression by funding public works and arts projects across the United States.
  • C. Project 211
    Project 211 is a Chinese government initiative launched to strengthen about 100 key universities and colleges in the 21st century by prioritizing them for additional funding and development.
  • D. Surefire
    "Surefire" is a song by the American singer-songwriter Jon Bellion, featured on his album "The Human Condition."
  • E. The Process
    The Process refers to the Philadelphia 76ers’ long-term rebuilding strategy in the mid-2010s, characterized by deliberate losing to accumulate draft picks and young talent under then–general manager Sam Hinkie.
  • 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: Project Ready
Triple: [National Urban League, program, Project Ready]
Generated description
Project Ready is a National Urban League youth development initiative that prepares middle and high school students of color for college, careers, and civic engagement through academic support, mentoring, and leadership training.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Project Ready
Target entity description: Project Ready is a National Urban League youth development initiative that prepares middle and high school students of color for college, careers, and civic engagement through academic support, mentoring, and leadership training.
  • A. Project Y
    Project Y was the secret codename for the Los Alamos Laboratory, the central research site of the Manhattan Project where the first atomic bombs were designed and built during World War II.
  • B. Works Progress Administration
    The Works Progress Administration was a New Deal agency that provided millions of jobs during the Great Depression by funding public works and arts projects across the United States.
  • C. Project 211
    Project 211 is a Chinese government initiative launched to strengthen about 100 key universities and colleges in the 21st century by prioritizing them for additional funding and development.
  • D. Surefire
    "Surefire" is a song by the American singer-songwriter Jon Bellion, featured on his album "The Human Condition."
  • E. The Process
    The Process refers to the Philadelphia 76ers’ long-term rebuilding strategy in the mid-2010s, characterized by deliberate losing to accumulate draft picks and young talent under then–general manager Sam Hinkie.
  • 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_69a2e848adf881908e5e04f7af030093 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1357738819085eae6c10fa2fca9 completed Feb. 28, 2026, 1:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4854692348190b87efc0d4559f63f completed March 1, 2026, 6:28 p.m.
NEDg Description generation batch_69a485da078c819098bc4a2bca818d5e completed March 1, 2026, 6:30 p.m.
NED2 Entity disambiguation (via description) batch_69a486416de48190864ed2874556f5ef completed March 1, 2026, 6:32 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.