Triple

T9057672
Position Surface form Disambiguated ID Type / Status
Subject Do Re Mi E217044 entity
Predicate subject P450 FINISHED
Object Dust Bowl migrants
Dust Bowl migrants were impoverished farmers and their families who fled the drought- and dust-stricken Great Plains in the 1930s, seeking work and survival in places like California during the Great Depression.
E777261 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: Dust Bowl migrants | Statement: [Do Re Mi, subject, Dust Bowl migrants]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dust Bowl migrants
Context triple: [Do Re Mi, subject, Dust Bowl migrants]
  • A. 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.
  • B. Talking Dust Bowl
    Talking Dust Bowl is a folk song by Cisco Houston that reflects on the hardships and displacement experienced during the Dust Bowl era in the United States.
  • C. Dust Bowl ballads (cycle)
    Dust Bowl Ballads is a cycle of folk songs, popularized by Woody Guthrie, that chronicle the hardships and experiences of people living through the Dust Bowl era in the American Great Plains.
  • D. Carpetbaggers
    "Carpetbaggers" is a song by Neko Case from her album "Middle Cyclone," featuring guest vocals by M. Ward and known for its gritty, narrative-driven indie rock style.
  • E. Hoovervilles
    Hoovervilles were makeshift shantytowns built by homeless and unemployed people across the United States during the Great Depression, symbolizing the era’s severe economic hardship and government inaction.
  • 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: Dust Bowl migrants
Triple: [Do Re Mi, subject, Dust Bowl migrants]
Generated description
Dust Bowl migrants were impoverished farmers and their families who fled the drought- and dust-stricken Great Plains in the 1930s, seeking work and survival in places like California during the Great Depression.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dust Bowl migrants
Target entity description: Dust Bowl migrants were impoverished farmers and their families who fled the drought- and dust-stricken Great Plains in the 1930s, seeking work and survival in places like California during the Great Depression.
  • A. 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.
  • B. Talking Dust Bowl
    Talking Dust Bowl is a folk song by Cisco Houston that reflects on the hardships and displacement experienced during the Dust Bowl era in the United States.
  • C. Dust Bowl ballads (cycle)
    Dust Bowl Ballads is a cycle of folk songs, popularized by Woody Guthrie, that chronicle the hardships and experiences of people living through the Dust Bowl era in the American Great Plains.
  • D. Carpetbaggers
    "Carpetbaggers" is a song by Neko Case from her album "Middle Cyclone," featuring guest vocals by M. Ward and known for its gritty, narrative-driven indie rock style.
  • E. Hoovervilles
    Hoovervilles were makeshift shantytowns built by homeless and unemployed people across the United States during the Great Depression, symbolizing the era’s severe economic hardship and government inaction.
  • 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_69ca83d4425481909a319dab847724ec completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc7ec808bc8190957b80820d98fd5b completed April 1, 2026, 2:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0178be518819080bd6c8cf0a737e8 completed April 3, 2026, 7:39 p.m.
NEDg Description generation batch_69d01908d7b08190ab159048f25924d5 completed April 3, 2026, 7:46 p.m.
NED2 Entity disambiguation (via description) batch_69d019b9be10819091e25d5b3a8d26c1 completed April 3, 2026, 7:49 p.m.
Created at: March 30, 2026, 7:10 p.m.