Triple
T12237720
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walter Scheib |
E291642
|
entity |
| Predicate | servedAsExecutiveChefFor |
P1827
|
FINISHED |
| Object | Bill Clinton administration |
E54644
|
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: Bill Clinton administration | Statement: [Walter Scheib, servedAsExecutiveChefFor, Bill Clinton administration]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bill Clinton administration Context triple: [Walter Scheib, servedAsExecutiveChefFor, Bill Clinton administration]
-
A.
Bush administration
The Bush administration refers to the U.S. presidential administration of George W. Bush from 2001 to 2009, marked by the War on Terror, the Iraq War, and significant domestic policy initiatives such as tax cuts and education reform.
-
B.
George H. W. Bush administration
The George H. W. Bush administration was the U.S. presidential administration from 1989 to 1993, noted for overseeing the end of the Cold War, the Gulf War, and significant shifts in global geopolitics.
-
C.
Clinton administration
chosen
The Clinton administration was the U.S. presidential administration of Bill Clinton from 1993 to 2001, marked by economic expansion, welfare reform, and centrist "Third Way" policies.
-
D.
Bartlet administration
The Bartlet administration is the fictional presidential government led by President Josiah Bartlet in the television series "The West Wing."
-
E.
Reagan administration
The Reagan administration was the U.S. presidential administration of Ronald Reagan from 1981 to 1989, marked by conservative economic policies, a hardline stance against the Soviet Union, and major domestic initiatives including intensified federal efforts in the War on Drugs.
- 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: servedAsExecutiveChefFor Context triple: [Walter Scheib, servedAsExecutiveChefFor, Bill Clinton administration]
-
A.
alsoServedAs
Indicates that an entity held an additional role or position beyond the primary one already mentioned.
-
B.
historicallyServedBy
Indicates that an entity was provided with services or support by another entity during a past period of time.
-
C.
knownForDish
Indicates that an entity is recognized or notable for preparing, serving, or being associated with a particular dish.
-
D.
chef
Indicates that one entity serves as the cook or culinary professional responsible for preparing food for another entity or context.
-
E.
servedAs
chosen
Indicates that one entity held and performed the role, position, or function associated with another entity for some period of time.
- 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_69d6ab668acc8190963ba424049d6aee |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d924a3973c8190a882046963b320fb |
completed | April 10, 2026, 4:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f61e5ff68c81909d2796b24dd055f4 |
completed | May 2, 2026, 3:55 p.m. |
| PD | Predicate disambiguation | batch_69d91c41bcbc81909782f4e3c571b218 |
completed | April 10, 2026, 3:50 p.m. |
Created at: April 8, 2026, 9:51 p.m.