Triple
T18226890
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bloomberg family |
E436443
|
entity |
| Predicate | politicalAffiliationViaMembers |
P99708
|
FINISHED |
| Object | Democratic Party |
—
|
NE NERFINISHED |
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: [Bloomberg family, politicalAffiliationViaMembers, Democratic Party]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Democratic Party Context triple: [Bloomberg family, politicalAffiliationViaMembers, 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 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.
Democratic Party
The Democratic Party was a South African liberal opposition party that gained prominence in the late 1990s as a key challenger to the ruling African National Congress before later merging into the Democratic Alliance.
-
D.
Democratic Party
The Democratic Party is one of Uganda’s oldest political parties, historically associated with pro-democracy and reformist opposition to long-standing ruling regimes.
-
E.
Partito Democratico
Partito Democratico is a major center-left political party in Italy that advocates social-democratic and progressive policies.
- 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: politicalAffiliationViaMembers Context triple: [Bloomberg family, politicalAffiliationViaMembers, Democratic Party]
-
A.
holderPoliticalAffiliation
Indicates that a person or officeholder is associated with or belongs to a particular political party or ideology.
-
B.
politicalAlignmentOfNotableMembers
chosen
Indicates the political ideologies or affiliations associated with notable members of a group, organization, or entity.
-
C.
houseAffiliation
Indicates the association or belonging of an entity to a particular house or household.
-
D.
partyAffiliationOrStatus
Indicates the political party with which an entity is associated or the entity’s current standing or role within that party.
-
E.
namedForPoliticalParty
Indicates that an entity is named after or in honor of a specific political party.
- F. None of above.
Provenance (3 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_69d8b9103a8081908bbb0836fef10efd |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4f4aff8748190be5e732f9dbc8dff |
completed | April 19, 2026, 3:28 p.m. |
| PD | Predicate disambiguation | batch_69e4332336cc8190808b9c70c888ba65 |
completed | April 19, 2026, 1:42 a.m. |
Created at: April 10, 2026, 10:32 a.m.