Triple

T17041125
Position Surface form Disambiguated ID Type / Status
Subject Robin D. G. Kelley E413447 entity
Predicate notableWork P4 FINISHED
Object Hammer and Hoe: Alabama Communists During the Great Depression
Hammer and Hoe: Alabama Communists During the Great Depression is a historical study examining the struggles, organizing, and everyday lives of Black and white communists in Alabama during the 1930s.
E1247530 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: Hammer and Hoe: Alabama Communists During the Great Depression | Statement: [Robin D. G. Kelley, notableWork, Hammer and Hoe: Alabama Communists During the Great Depression]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hammer and Hoe: Alabama Communists During the Great Depression
Context triple: [Robin D. G. Kelley, notableWork, Hammer and Hoe: Alabama Communists During the Great Depression]
  • A. Alabama: A Social and Economic History of the State
    "Alabama: A Social and Economic History of the State" is a historical study by Marie Bankhead Owen that examines the development of Alabama through its social structures and economic transformations.
  • B. hammer and hoe
    Hammer and hoe is the emblematic symbol of Tanzania’s ruling party Chama Cha Mapinduzi, representing the unity of workers and peasants.
  • C. History of Socialism in the United States
    "History of Socialism in the United States" is a seminal historical study by socialist leader and historian Morris Hillquit that traces the development and influence of socialist movements and ideas in American political and social life.
  • D. The Social Struggle
    "The Social Struggle" is an episode of the nature documentary series *The Private Life of Plants* that explores how plants compete and cooperate for resources, survival, and reproduction.
  • E. Hope in Hard Times: Norvelt and the Struggle for Community During the Great Depression
    "Hope in Hard Times: Norvelt and the Struggle for Community During the Great Depression" is a historical study that examines how the planned New Deal community of Norvelt, Pennsylvania, sought to foster social solidarity, economic security, and democratic participation amid the hardships of the 1930s.
  • 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: Hammer and Hoe: Alabama Communists During the Great Depression
Triple: [Robin D. G. Kelley, notableWork, Hammer and Hoe: Alabama Communists During the Great Depression]
Generated description
Hammer and Hoe: Alabama Communists During the Great Depression is a historical study examining the struggles, organizing, and everyday lives of Black and white communists in Alabama during the 1930s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hammer and Hoe: Alabama Communists During the Great Depression
Target entity description: Hammer and Hoe: Alabama Communists During the Great Depression is a historical study examining the struggles, organizing, and everyday lives of Black and white communists in Alabama during the 1930s.
  • A. Alabama: A Social and Economic History of the State
    "Alabama: A Social and Economic History of the State" is a historical study by Marie Bankhead Owen that examines the development of Alabama through its social structures and economic transformations.
  • B. hammer and hoe
    Hammer and hoe is the emblematic symbol of Tanzania’s ruling party Chama Cha Mapinduzi, representing the unity of workers and peasants.
  • C. History of Socialism in the United States
    "History of Socialism in the United States" is a seminal historical study by socialist leader and historian Morris Hillquit that traces the development and influence of socialist movements and ideas in American political and social life.
  • D. The Social Struggle
    "The Social Struggle" is an episode of the nature documentary series *The Private Life of Plants* that explores how plants compete and cooperate for resources, survival, and reproduction.
  • E. Hope in Hard Times: Norvelt and the Struggle for Community During the Great Depression
    "Hope in Hard Times: Norvelt and the Struggle for Community During the Great Depression" is a historical study that examines how the planned New Deal community of Norvelt, Pennsylvania, sought to foster social solidarity, economic security, and democratic participation amid the hardships of the 1930s.
  • 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_69d886cd18288190b006abab23f811b7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d8f6a0c08190a838279b83b55b72 completed April 18, 2026, 7:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a012338a95c8190951db96209edb61a completed May 11, 2026, 12:30 a.m.
NEDg Description generation batch_6a01241510048190ae1c459873f8a587 completed May 11, 2026, 12:34 a.m.
NED2 Entity disambiguation (via description) batch_6a0124e389908190b2ee3121be2c9383 completed May 11, 2026, 12:37 a.m.
Created at: April 10, 2026, 5:33 a.m.