Triple
T2435833
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Personal Responsibility and Work Opportunity Reconciliation Act of 1996 |
E52957
|
entity |
| Predicate | partyOfPresidentAtSigning |
P29538
|
FINISHED |
| Object | Democratic Party |
E125
|
NE FINISHED |
How this triple was built (3 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 | Statement: [Personal Responsibility and Work Opportunity Reconciliation Act of 1996, partyOfPresidentAtSigning, Democratic Party]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Democratic Party Context triple: [Personal Responsibility and Work Opportunity Reconciliation Act of 1996, partyOfPresidentAtSigning, Democratic Party]
-
A.
Democratic Party
chosen
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.
-
B.
Democratic National Committee
The Democratic National Committee is the central governing and fundraising organization that leads strategy, messaging, and campaign support for the U.S. Democratic Party at the national level.
-
C.
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.
-
D.
Congress of Democrats
The Congress of Democrats was a predominantly white, anti-apartheid political organization in South Africa that allied with other liberation movements in the struggle against racial segregation and minority rule.
-
E.
Social Democratic Party
The Social Democratic Party was a centrist, pro-European British political party formed in the early 1980s by breakaway Labour politicians advocating moderate social democracy and political reform.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: partyOfPresidentAtSigning Context triple: [Personal Responsibility and Work Opportunity Reconciliation Act of 1996, partyOfPresidentAtSigning, Democratic Party]
-
A.
partyOfSigningPresident
chosen
Indicates the political party affiliation of the president who signed a given document, law, or agreement.
-
B.
governorAtSigning
Indicates that the specified person was serving as governor at the time a particular document, law, or agreement was signed.
-
C.
officeholderAtSigning
Indicates that an individual held a particular office or position at the time a specific document or agreement was signed.
-
D.
notablePresidentFromParty
Indicates that the subject is a president who is notably associated with, and belongs to, the specified political party.
-
E.
introducedByParty
Indicates that something, such as a proposal, motion, or item, was formally brought forward or initiated by a specific party.
- F. None of above.
Provenance (4 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_69ab4959bcc0819083246f9fb10439e3 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abcebf7cac8190889e6890d72c256c |
completed | March 7, 2026, 7:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aef094fd8081909fc9a19f3e36c0d0 |
completed | March 9, 2026, 4:08 p.m. |
| PD | Predicate disambiguation | batch_69abc5ac11b081908ce6a506e81a742a |
completed | March 7, 2026, 6:29 a.m. |
Created at: March 6, 2026, 9:43 p.m.