Triple

T2751171
Position Surface form Disambiguated ID Type / Status
Subject "Segregation now, segregation tomorrow, segregation forever" speech E60989 entity
Predicate politicalPartyContext P21588 FINISHED
Object Democratic Party in Alabama
The Democratic Party in Alabama was historically the dominant state political organization that, for much of the 20th century, championed segregationist policies and resisted civil rights reforms before later realigning its platform.
E294845 NE FINISHED

How this triple was built (5 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: Democratic Party in Alabama | Statement: ["Segregation now, segregation tomorrow, segregation forever" speech, politicalPartyContext, Democratic Party in Alabama]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Democratic Party in Alabama
Context triple: ["Segregation now, segregation tomorrow, segregation forever" speech, politicalPartyContext, Democratic Party in Alabama]
  • A. Northern Democratic Party
    The Northern Democratic Party was the faction of the U.S. Democratic Party that represented anti-secession, pro-Union Democrats in the free states before and during the Civil War.
  • B. Democratic Party
    The Democratic Party is one of the two major contemporary political parties in the United States, traditionally associated with liberal and progressive policies on social and economic issues.
  • C. Mississippi Freedom Democratic Party
    The Mississippi Freedom Democratic Party was a civil rights organization formed in 1964 to challenge the all-white Mississippi Democratic Party and demand fair representation for Black voters at the Democratic National Convention.
  • D. Maryland Democratic Party
    The Maryland Democratic Party is the state-level affiliate of the U.S. Democratic Party in Maryland, responsible for organizing, supporting, and promoting Democratic candidates and policies across the state.
  • E. D.C. Democratic Party
    The D.C. Democratic Party is the local affiliate of the national Democratic Party in Washington, D.C., advocating for progressive policies and full congressional representation and statehood for District residents.
  • 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: Democratic Party in Alabama
Triple: ["Segregation now, segregation tomorrow, segregation forever" speech, politicalPartyContext, Democratic Party in Alabama]
Generated description
The Democratic Party in Alabama was historically the dominant state political organization that, for much of the 20th century, championed segregationist policies and resisted civil rights reforms before later realigning its platform.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Democratic Party in Alabama
Target entity description: The Democratic Party in Alabama was historically the dominant state political organization that, for much of the 20th century, championed segregationist policies and resisted civil rights reforms before later realigning its platform.
  • A. Northern Democratic Party
    The Northern Democratic Party was the faction of the U.S. Democratic Party that represented anti-secession, pro-Union Democrats in the free states before and during the Civil War.
  • B. Democratic Party
    The Democratic Party is one of the two major contemporary political parties in the United States, traditionally associated with liberal and progressive policies on social and economic issues.
  • C. Mississippi Freedom Democratic Party
    The Mississippi Freedom Democratic Party was a civil rights organization formed in 1964 to challenge the all-white Mississippi Democratic Party and demand fair representation for Black voters at the Democratic National Convention.
  • D. Maryland Democratic Party
    The Maryland Democratic Party is the state-level affiliate of the U.S. Democratic Party in Maryland, responsible for organizing, supporting, and promoting Democratic candidates and policies across the state.
  • E. D.C. Democratic Party
    The D.C. Democratic Party is the local affiliate of the national Democratic Party in Washington, D.C., advocating for progressive policies and full congressional representation and statehood for District residents.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: politicalPartyContext
Context triple: ["Segregation now, segregation tomorrow, segregation forever" speech, politicalPartyContext, Democratic Party in Alabama]
  • A. politicalParty
    Indicates that an entity is affiliated with, belongs to, or is a member of a specific political party.
  • B. politicalPartyOfGovernment
    Indicates that a specified political party is the one currently forming or leading the government of a given jurisdiction.
  • C. politicalPartyPromoting
    Indicates that a political party actively supports, advocates for, or advances a particular person, policy, issue, or initiative.
  • D. includesPoliticalPartiesFrom chosen
    Indicates that a collection, group, or context contains or encompasses one or more political parties originating from a specified source or jurisdiction.
  • E. partyOfCandidate
    Indicates the political party with which a given candidate is affiliated.
  • F. None of above.

Provenance (6 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_69ab4b79846081909096725374d65ce9 completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdb6b6f0c8190901ab032dfb21e37 completed March 7, 2026, 8:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69afbbd86ac88190a4aba335ef9942e4 completed March 10, 2026, 6:36 a.m.
NEDg Description generation batch_69afbc8415388190a39d459ff7a411e4 completed March 10, 2026, 6:39 a.m.
NED2 Entity disambiguation (via description) batch_69afbcc460b88190986844c39165ef14 completed March 10, 2026, 6:40 a.m.
PD Predicate disambiguation batch_69abd82d005c81908a1ac7a1313c6d88 completed March 7, 2026, 7:47 a.m.
Created at: March 6, 2026, 9:56 p.m.