Triple
T925674
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mick Mulvaney |
E19976
|
entity |
| Predicate | precededBy (Director of OMB) |
P21017
|
FINISHED |
| Object |
Shaun Donovan
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.
|
E115089
|
NE FINISHED |
How this triple was built (5 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, precededBy (Director of OMB), Shaun Donovan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shaun Donovan Context triple: [Mick Mulvaney, precededBy (Director of OMB), Shaun Donovan]
-
A.
Anthony Parker
Anthony Parker is a former NBA shooting guard who transitioned into basketball operations and now serves as a front-office executive and general manager in the league.
-
B.
Scott Barnes
Scott Barnes is an American college athletics administrator who serves as the athletic director at Oregon State University and has previously held similar roles at several other universities.
-
C.
Kevin Terry
Kevin Terry is an American soccer referee best known for officiating at the highest levels of U.S. professional soccer, including Major League Soccer championship matches.
-
D.
Tim Hardaway
Tim Hardaway is a former NBA All-Star point guard known for his killer crossover dribble and key role in the league during the 1990s.
-
E.
Rashard Lewis
Rashard Lewis is a former American NBA forward best known for his sharpshooting and two-time All-Star career, highlighted by key roles with the Seattle SuperSonics and Orlando Magic.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Shaun Donovan Triple: [Mick Mulvaney, precededBy (Director of OMB), Shaun Donovan]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shaun Donovan Target entity description: 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.
-
A.
Anthony Parker
Anthony Parker is a former NBA shooting guard who transitioned into basketball operations and now serves as a front-office executive and general manager in the league.
-
B.
Scott Barnes
Scott Barnes is an American college athletics administrator who serves as the athletic director at Oregon State University and has previously held similar roles at several other universities.
-
C.
Kevin Terry
Kevin Terry is an American soccer referee best known for officiating at the highest levels of U.S. professional soccer, including Major League Soccer championship matches.
-
D.
Tim Hardaway
Tim Hardaway is a former NBA All-Star point guard known for his killer crossover dribble and key role in the league during the 1990s.
-
E.
Rashard Lewis
Rashard Lewis is a former American NBA forward best known for his sharpshooting and two-time All-Star career, highlighted by key roles with the Seattle SuperSonics and Orlando Magic.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: precededBy (Director of OMB) Context triple: [Mick Mulvaney, precededBy (Director of OMB), Shaun Donovan]
-
A.
precededByOfficeHolder
chosen
Indicates that one office holder directly held a position before another office holder in a sequence of occupants of the same office.
-
B.
cededTo
Indicates that control, ownership, or authority over something was formally transferred from one entity to another.
-
C.
precedentFor
Indicates that one situation, decision, or case serves as an authoritative example or basis for deciding or interpreting another.
-
D.
confersPrecedenceIn
Indicates that one entity is granted higher priority, rank, or standing over another within a specified context or domain.
-
E.
oftenPrecededBy
Indicates that one event, state, or item commonly occurs or appears before another in time or sequence.
- F. None of above.
Provenance (6 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_69a493a099788190a696d9d8408cbaf4 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4b388f0bc8190a087222636135ba5 |
completed | March 1, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac16fbe454819085020fc245c959ed |
completed | March 7, 2026, 12:15 p.m. |
| NEDg | Description generation | batch_69ac1834bc84819087887abe63022b66 |
completed | March 7, 2026, 12:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac18f72b6481909f6204783f147192 |
completed | March 7, 2026, 12:24 p.m. |
| PD | Predicate disambiguation | batch_69a4b2970a4c8190b22cb2fd4706f62b |
completed | March 1, 2026, 9:41 p.m. |
Created at: March 1, 2026, 7:40 p.m.