Triple
T4965889
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mick Mulvaney |
E111523
|
entity |
| Predicate | precededInOfficeAsOMBDirector |
P34201
|
FINISHED |
| Object | Shaun Donovan |
E115089
|
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: Shaun Donovan | Statement: [Mick Mulvaney, precededInOfficeAsOMBDirector, Shaun Donovan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shaun Donovan Context triple: [Mick Mulvaney, precededInOfficeAsOMBDirector, Shaun Donovan]
-
A.
Shaun Donovan
chosen
Shaun Donovan is an American public official and housing policy expert who served as U.S. Secretary of Housing and Urban Development under President Barack Obama.
-
B.
Matthew Richardson
Matthew Richardson is a former Australian rules footballer widely regarded as one of Richmond Football Club’s greatest forwards and a fan favourite in the AFL.
-
C.
Patty Mills
Patty Mills is an Australian professional basketball player and NBA champion known for his sharpshooting and leadership, particularly during his long tenure with the San Antonio Spurs and the Australian national team.
-
D.
Shaun Livingston
Shaun Livingston is a retired American professional basketball player best known as a versatile, playmaking guard and three-time NBA champion with the Golden State Warriors.
-
E.
Andre Davis
Andre Davis is the son of former NBA All-Star power forward and center Antonio Davis.
- 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: precededInOfficeAsOMBDirector Context triple: [Mick Mulvaney, precededInOfficeAsOMBDirector, Shaun Donovan]
-
A.
formerDirector
Indicates that one entity previously held the position of director of the other entity but no longer does.
-
B.
predecessorInOffice
chosen
Indicates that one officeholder directly held a particular position before another officeholder in an official succession.
-
C.
precededInOfficeAsChancellorBy
Indicates that one individual assumed the role of Chancellor after another specific individual, who held the office immediately before them.
-
D.
predecessorCEO
Indicates that one person previously held the position of CEO before another specific person.
-
E.
hasFormerChairperson
Indicates that an entity previously held the role of chairperson of another entity, but no longer occupies that position.
- 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_69bd4419393c819086319a6fe4bf8542 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd72e49b048190bac55d9e7a6f7963 |
completed | March 20, 2026, 4:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be81f13988819097dcd5a65cb1f502 |
completed | March 21, 2026, 11:33 a.m. |
| PD | Predicate disambiguation | batch_69bd71447fe88190bb62c5e8753da7a7 |
completed | March 20, 2026, 4:09 p.m. |
Created at: March 20, 2026, 1:32 p.m.