Triple

T12079901
Position Surface form Disambiguated ID Type / Status
Subject The Negro Family: The Case for National Action E287649 entity
Predicate intendedAudience P481 FINISHED
Object U.S. policymakers
U.S. policymakers are government officials and legislators in the United States responsible for designing, debating, and implementing public policies at the federal, state, and local levels.
E602337 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: U.S. policymakers | Statement: [The Negro Family: The Case for National Action, intendedAudience, U.S. policymakers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. policymakers
Context triple: [The Negro Family: The Case for National Action, intendedAudience, U.S. policymakers]
  • A. U.S. politicians
    U.S. politicians are elected or appointed public officials who serve in the federal, state, or local governments of the United States, shaping laws and public policy.
  • B. United States federal officials
    United States federal officials are government personnel who hold positions of authority within the executive, legislative, or judicial branches of the U.S. federal government and are responsible for implementing, interpreting, and enforcing national laws and policies.
  • C. United States government
    The United States government is the federal governing authority of the country, comprising executive, legislative, and judicial branches that create, enforce, and interpret national laws and policies.
  • D. U.S. citizens
    U.S. citizens are individuals who hold legal nationality of the United States, granting them specific rights, protections, and responsibilities under U.S. law.
  • E. Congressional leaders
    Congressional leaders are the top elected officials in the U.S. Congress, including party heads and key committee chairs, who guide legislative priorities and oversee major national policy decisions.
  • 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: U.S. policymakers
Triple: [The Negro Family: The Case for National Action, intendedAudience, U.S. policymakers]
Generated description
U.S. policymakers are government officials and legislators in the United States responsible for designing, debating, and implementing public policies at the federal, state, and local levels.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. policymakers
Target entity description: U.S. policymakers are government officials and legislators in the United States responsible for designing, debating, and implementing public policies at the federal, state, and local levels.
  • A. U.S. politicians chosen
    U.S. politicians are elected or appointed public officials who serve in the federal, state, or local governments of the United States, shaping laws and public policy.
  • B. United States federal officials
    United States federal officials are government personnel who hold positions of authority within the executive, legislative, or judicial branches of the U.S. federal government and are responsible for implementing, interpreting, and enforcing national laws and policies.
  • C. United States government
    The United States government is the federal governing authority of the country, comprising executive, legislative, and judicial branches that create, enforce, and interpret national laws and policies.
  • D. U.S. citizens
    U.S. citizens are individuals who hold legal nationality of the United States, granting them specific rights, protections, and responsibilities under U.S. law.
  • E. Congressional leaders
    Congressional leaders are the top elected officials in the U.S. Congress, including party heads and key committee chairs, who guide legislative priorities and oversee major national policy decisions.
  • F. None of above.

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_69d6ab4846e081908ee7bbd66a6d3459 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9045e81f88190be2b1aabd93f077c completed April 10, 2026, 2:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f66301f081909697f9dd444a099e completed May 2, 2026, 1:04 p.m.
NEDg Description generation batch_69f5fde880f4819094b2170bf4e82138 completed May 2, 2026, 1:36 p.m.
NED2 Entity disambiguation (via description) batch_69f5ffc563a08190b95db768df475a3a completed May 2, 2026, 1:44 p.m.
Created at: April 8, 2026, 9:48 p.m.