Triple
T19948
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | White House Chief of Staff |
E397
|
entity |
| Predicate | officeHolder |
P537
|
FINISHED |
| Object |
Jeff Zients
Jeff Zients is an American businessman and political advisor who serves as the White House Chief of Staff under President Joe Biden.
|
E16582
|
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: Jeff Zients | Statement: [White House Chief of Staff, officeHolder, Jeff Zients]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jeff Zients Context triple: [White House Chief of Staff, officeHolder, Jeff Zients]
-
A.
Benjamin A. Smith II
Benjamin A. Smith II was a Massachusetts politician and close friend of the Kennedy family who briefly served in the U.S. Senate before being succeeded by Edward M. Kennedy.
-
B.
Alan M. Garber
Alan M. Garber is an American physician-economist and academic leader known for his work in health policy and for serving in top administrative roles at Harvard University.
-
C.
Stephen E. Smith
Stephen E. Smith was an American businessman and political strategist closely associated with the Kennedy family, notably serving as a key adviser and organizer in their political campaigns.
-
D.
Neal Lane
Neal Lane is an American physicist and science policy leader who served as Director of the National Science Foundation and later as the White House Science Advisor.
-
E.
John V. L. Hogan
John V. L. Hogan was an American radio engineer and pioneer in early radio technology and broadcasting.
- 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: Jeff Zients Triple: [White House Chief of Staff, officeHolder, Jeff Zients]
Generated description
Jeff Zients is an American businessman and political advisor who serves as the White House Chief of Staff under President Joe Biden.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jeff Zients Target entity description: Jeff Zients is an American businessman and political advisor who serves as the White House Chief of Staff under President Joe Biden.
-
A.
Benjamin A. Smith II
Benjamin A. Smith II was a Massachusetts politician and close friend of the Kennedy family who briefly served in the U.S. Senate before being succeeded by Edward M. Kennedy.
-
B.
Alan M. Garber
Alan M. Garber is an American physician-economist and academic leader known for his work in health policy and for serving in top administrative roles at Harvard University.
-
C.
Stephen E. Smith
Stephen E. Smith was an American businessman and political strategist closely associated with the Kennedy family, notably serving as a key adviser and organizer in their political campaigns.
-
D.
Neal Lane
Neal Lane is an American physicist and science policy leader who served as Director of the National Science Foundation and later as the White House Science Advisor.
-
E.
John V. L. Hogan
John V. L. Hogan was an American radio engineer and pioneer in early radio technology and broadcasting.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: officeHolder Context triple: [White House Chief of Staff, officeHolder, Jeff Zients]
-
A.
officeHolderOf
chosen
Indicates that a person holds or has held an official position or role within a specified organization, institution, or office.
-
B.
headOfGovernmentBody
Indicates that one entity serves as the chief executive or leading official in charge of governing another entity, typically a political or administrative body.
-
C.
headOfGovernment
Indicates that one entity serves as the chief executive authority or leader of the government of another entity.
-
D.
electedOffice
Indicates that an entity holds or has held a particular office or position as a result of an election.
-
E.
appointedBy
Indicates that one entity has been formally selected or assigned to a position, role, or office by another entity.
- 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_69a240778d288190815c0052ebbbcc91 |
completed | Feb. 28, 2026, 1:10 a.m. |
| NER | Named-entity recognition | batch_69a24703cb988190ad2bc181d27829e4 |
completed | Feb. 28, 2026, 1:38 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a2b8599e2c8190a593f2c00e293f9d |
completed | Feb. 28, 2026, 9:41 a.m. |
| NEDg | Description generation | batch_69a2b8df84248190b58a61076172509e |
completed | Feb. 28, 2026, 9:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a2b946a3308190b70f29c73c87c124 |
completed | Feb. 28, 2026, 9:45 a.m. |
| PD | Predicate disambiguation | batch_69a24650f1f0819081e638fafd18d687 |
completed | Feb. 28, 2026, 1:35 a.m. |
Created at: Feb. 28, 2026, 1:14 a.m.