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.