Triple

T86138
Position Surface form Disambiguated ID Type / Status
Subject Dust Bowl E1731 entity
Predicate documentedIn P309 FINISHED
Object The Grapes of Wrath
The Grapes of Wrath is John Steinbeck’s landmark 1939 novel that follows the Joad family’s harrowing journey from Oklahoma to California, exposing the human cost of economic hardship and social injustice during the Great Depression.
E7225 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: The Grapes of Wrath | Statement: [Dust Bowl, documentedIn, The Grapes of Wrath]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Grapes of Wrath
Context triple: [Dust Bowl, documentedIn, The Grapes of Wrath]
  • A. Shirley
    Shirley is a small town in north-central Massachusetts served by commuter rail on the MBTA Fitchburg Line.
  • B. Gentleman's Agreement
    Gentleman's Agreement is a 1947 American drama film that confronts antisemitism in postwar America, directed by Elia Kazan and starring Gregory Peck, Dorothy McGuire, and Celeste Holm.
  • C. Dust Bowl
    The Dust Bowl was a devastating 1930s environmental disaster on the North American Great Plains, where severe drought and poor farming practices caused massive dust storms, crop failures, and widespread displacement of farming communities.
  • D. The American Soldier
    The American Soldier is a symbolic collective representing U.S. military personnel, recognized for their service and impact, including being honored as Time magazine's Person of the Year.
  • E. Roosevelt’s Tree Army
    Roosevelt’s Tree Army was the popular nickname for the New Deal-era Civilian Conservation Corps, a work-relief program that employed young men in large-scale conservation and public lands projects across the United States during the Great Depression.
  • 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: The Grapes of Wrath
Triple: [Dust Bowl, documentedIn, The Grapes of Wrath]
Generated description
The Grapes of Wrath is John Steinbeck’s landmark 1939 novel that follows the Joad family’s harrowing journey from Oklahoma to California, exposing the human cost of economic hardship and social injustice during the Great Depression.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Grapes of Wrath
Target entity description: The Grapes of Wrath is John Steinbeck’s landmark 1939 novel that follows the Joad family’s harrowing journey from Oklahoma to California, exposing the human cost of economic hardship and social injustice during the Great Depression.
  • A. Shirley
    Shirley is a small town in north-central Massachusetts served by commuter rail on the MBTA Fitchburg Line.
  • B. Gentleman's Agreement
    Gentleman's Agreement is a 1947 American drama film that confronts antisemitism in postwar America, directed by Elia Kazan and starring Gregory Peck, Dorothy McGuire, and Celeste Holm.
  • C. Dust Bowl
    The Dust Bowl was a devastating 1930s environmental disaster on the North American Great Plains, where severe drought and poor farming practices caused massive dust storms, crop failures, and widespread displacement of farming communities.
  • D. The American Soldier
    The American Soldier is a symbolic collective representing U.S. military personnel, recognized for their service and impact, including being honored as Time magazine's Person of the Year.
  • E. Roosevelt’s Tree Army
    Roosevelt’s Tree Army was the popular nickname for the New Deal-era Civilian Conservation Corps, a work-relief program that employed young men in large-scale conservation and public lands projects across the United States during the Great Depression.
  • 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_69a24c8150408190910a693eb51c1f71 completed Feb. 28, 2026, 2:01 a.m.
NER Named-entity recognition batch_69a24f4fa22c819096152bb577e11fa6 completed Feb. 28, 2026, 2:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69a25abdf36c819087c4be57bd8ce8c5 completed Feb. 28, 2026, 3:02 a.m.
NEDg Description generation batch_69a25c02d05c819096ee8add17b60d87 completed Feb. 28, 2026, 3:07 a.m.
NED2 Entity disambiguation (via description) batch_69a25c8a34e88190bb6b2eae14f773a7 completed Feb. 28, 2026, 3:10 a.m.
Created at: Feb. 28, 2026, 2:06 a.m.