Triple

T20683349
Position Surface form Disambiguated ID Type / Status
Subject The Case for Reparations E508350 entity
Predicate focusesOn P31 FINISHED
Object Contract Buyers League
The Contract Buyers League was a grassroots organization of Black homeowners in 1960s Chicago that fought exploitative housing contracts and became a landmark example of resistance to systemic racism in American housing policy.
E1444186 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: Contract Buyers League | Statement: [The Case for Reparations, focusesOn, Contract Buyers League]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Contract Buyers League
Context triple: [The Case for Reparations, focusesOn, Contract Buyers League]
  • A. Contract Clause
    The Contract Clause is a provision in the U.S. Constitution that restricts states from passing laws that impair the obligation of existing contracts.
  • B. International Contract Agency
    The International Contract Agency is a clandestine global organization in the Hitman video game series that brokers and oversees assassination contracts carried out by Agent 47.
  • C. Commerce Compromise
    The Commerce Compromise was an agreement at the Constitutional Convention that allowed the federal government to regulate interstate and foreign trade while prohibiting any ban on the slave trade for 20 years and forbidding export taxes.
  • D. Letter of Offer and Acceptance
    The Letter of Offer and Acceptance is the formal, government-to-government agreement document that outlines the terms, conditions, and details of U.S. Foreign Military Sales to an allied nation.
  • E. Deal
    Deal is a historic coastal town and former fishing and mining port in the county of Kent in southeast England, known for its pier, maritime heritage, and role in coastal defense.
  • 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: Contract Buyers League
Triple: [The Case for Reparations, focusesOn, Contract Buyers League]
Generated description
The Contract Buyers League was a grassroots organization of Black homeowners in 1960s Chicago that fought exploitative housing contracts and became a landmark example of resistance to systemic racism in American housing policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Contract Buyers League
Target entity description: The Contract Buyers League was a grassroots organization of Black homeowners in 1960s Chicago that fought exploitative housing contracts and became a landmark example of resistance to systemic racism in American housing policy.
  • A. Contract Clause
    The Contract Clause is a provision in the U.S. Constitution that restricts states from passing laws that impair the obligation of existing contracts.
  • B. International Contract Agency
    The International Contract Agency is a clandestine global organization in the Hitman video game series that brokers and oversees assassination contracts carried out by Agent 47.
  • C. Commerce Compromise
    The Commerce Compromise was an agreement at the Constitutional Convention that allowed the federal government to regulate interstate and foreign trade while prohibiting any ban on the slave trade for 20 years and forbidding export taxes.
  • D. Letter of Offer and Acceptance
    The Letter of Offer and Acceptance is the formal, government-to-government agreement document that outlines the terms, conditions, and details of U.S. Foreign Military Sales to an allied nation.
  • E. Deal
    Deal is a historic coastal town and former fishing and mining port in the county of Kent in southeast England, known for its pier, maritime heritage, and role in coastal defense.
  • 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_69e0b4c1ed408190b72dd26b1e33f8a1 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6bea9771881908a077d01f53f6d52 completed April 21, 2026, 12:02 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08cd6f0ca88190972ddf687eabcf4d completed May 16, 2026, 8:02 p.m.
NEDg Description generation batch_6a08d176c3408190ab1d630fd8da2fc2 completed May 16, 2026, 8:20 p.m.
NED2 Entity disambiguation (via description) batch_6a08d206e6a081909f76b190c8dbc55d completed May 16, 2026, 8:22 p.m.
Created at: April 16, 2026, 11:45 a.m.