Triple
T1912879
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robby Mook |
E38148
|
entity |
| Predicate | workedOnCampaign |
P11675
|
FINISHED |
| Object | Hillary Clinton 2016 presidential campaign |
E4945
|
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: Hillary Clinton 2016 presidential campaign | Statement: [Robby Mook, workedOnCampaign, Hillary Clinton 2016 presidential campaign]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hillary Clinton 2016 presidential campaign Context triple: [Robby Mook, workedOnCampaign, Hillary Clinton 2016 presidential campaign]
-
A.
Hillary Clinton 2016 presidential campaign
chosen
The Hillary Clinton 2016 presidential campaign was the Democratic Party effort led by former Secretary of State Hillary Clinton in an ultimately unsuccessful bid for the U.S. presidency against Republican nominee Donald Trump.
-
B.
Hillary Clinton
Hillary Clinton is an American politician and diplomat who served as U.S. Secretary of State, U.S. senator from New York, First Lady, and the first woman to be a major party’s presidential nominee.
-
C.
Barack Obama 2012 presidential campaign
The Barack Obama 2012 presidential campaign was the successful re-election effort of U.S. President Barack Obama, culminating in his victory over Republican nominee Mitt Romney.
-
D.
2016 United States presidential election
The 2016 United States presidential election was a highly contentious race in which Republican nominee Donald Trump defeated Democratic nominee Hillary Clinton, reshaping American politics and global perceptions of the U.S. political system.
-
E.
Obama Foundation
The Obama Foundation is a nonprofit organization focused on civic engagement, leadership development, and community initiatives inspired by the values and legacy of Barack Obama.
- 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: workedOnCampaign Context triple: [Robby Mook, workedOnCampaign, Hillary Clinton 2016 presidential campaign]
-
A.
workedUnder
Indicates that one entity was hierarchically subordinate to and performed work under the supervision or authority of another entity.
-
B.
workedAs
Indicates that an entity held a particular job, role, or position, performing work in that capacity.
-
C.
hasWorkedFor
chosen
Indicates that an entity has been employed by or has provided work or services to another entity.
-
D.
hasWorkedIn
Indicates that a person has been employed or has performed work within a particular organization, location, or domain for some period of time.
-
E.
partOfCampaign
Indicates that an entity participates in, belongs to, or is included within a specific campaign.
- 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_69a8862a26088190aae5243695aeefc0 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb34d94fc8190a5bf1e582c77c725 |
completed | March 7, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adf3d5972881908856b75b324a1ad2 |
completed | March 8, 2026, 10:10 p.m. |
| PD | Predicate disambiguation | batch_69abafeba3d88190afcce67483d8625b |
completed | March 7, 2026, 4:56 a.m. |
Created at: March 4, 2026, 7:35 p.m.