Triple
T5226319
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heath Shuler |
E117995
|
entity |
| Predicate | partyAffiliationDuringOffice |
P56095
|
FINISHED |
| Object | Democratic Party (United States) |
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 (United States) | Statement: [Heath Shuler, partyAffiliationDuringOffice, Democratic Party (United States)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Democratic Party (United States) Context triple: [Heath Shuler, partyAffiliationDuringOffice, Democratic Party (United States)]
-
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 Party
The Democratic Party is a major center-left political party in Italy that has been one of the country’s principal forces in national politics and government.
-
C.
Nouveau Parti démocratique
Nouveau Parti démocratique is the French name of Canada’s New Democratic Party, a major federal social-democratic political party.
-
D.
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.
-
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.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: partyAffiliationDuringOffice Context triple: [Heath Shuler, partyAffiliationDuringOffice, Democratic Party (United States)]
-
A.
partyAffiliationDuringSenateService
Indicates the political party with which a senator was affiliated during their period of service in the senate.
-
B.
partyAffiliationOfCurrentOfficeHolder
Indicates the political party with which the person currently holding a given office is affiliated.
-
C.
partyOfPresidentDuringTerm
Indicates the political party with which a president is affiliated during a specific term in office.
-
D.
holderPoliticalAffiliation
chosen
Indicates that a person or officeholder is associated with or belongs to a particular political party or ideology.
-
E.
houseAffiliation
Indicates the association or belonging of an entity to a particular house or household.
- 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_69bd4466fb8c819083b806a79414d7e4 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7adc9be081909903b9f844c3d146 |
completed | March 20, 2026, 4:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beefe788f88190a2ac0673daafaab2 |
completed | March 21, 2026, 7:22 p.m. |
| PD | Predicate disambiguation | batch_69bd77bd2a448190a9ae5afd2585a7b9 |
completed | March 20, 2026, 4:37 p.m. |
Created at: March 20, 2026, 1:48 p.m.