Triple
T20505868
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Peter Costello |
E503427
|
entity |
| Predicate | predecessorAsTreasurer |
P140348
|
FINISHED |
| Object |
Ralph Willis
Ralph Willis is an Australian Labor Party politician who served as federal Treasurer in the early 1990s under Prime Minister Paul Keating.
|
E1434470
|
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: Ralph Willis | Statement: [Peter Costello, predecessorAsTreasurer, Ralph Willis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ralph Willis Context triple: [Peter Costello, predecessorAsTreasurer, Ralph Willis]
-
A.
Nolan Richardson
Nolan Richardson is an American college basketball coach best known for leading the University of Arkansas to the 1994 NCAA championship with his up-tempo "40 Minutes of Hell" style.
-
B.
Gil Birmingham
Gil Birmingham is an American actor known for his powerful supporting roles in film and television, including prominent appearances in series like Yellowstone and the Twilight Saga films.
-
C.
Tom Willis
Tom Willis is a prominent character on the sitcom "The Jeffersons," known as George and Louise Jefferson’s white neighbor in an interracial marriage that often highlights social and racial tensions with humor.
-
D.
Sam Haskell
Sam Haskell is an American television producer and former talent agent known for developing and producing family-oriented TV specials and films.
-
E.
Steve Burton
Steve Burton is an American actor best known for his long-running role on the soap opera "General Hospital" and for voicing Cloud Strife in the English versions of the "Final Fantasy VII" series.
- 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: Ralph Willis Triple: [Peter Costello, predecessorAsTreasurer, Ralph Willis]
Generated description
Ralph Willis is an Australian Labor Party politician who served as federal Treasurer in the early 1990s under Prime Minister Paul Keating.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ralph Willis Target entity description: Ralph Willis is an Australian Labor Party politician who served as federal Treasurer in the early 1990s under Prime Minister Paul Keating.
-
A.
Nolan Richardson
Nolan Richardson is an American college basketball coach best known for leading the University of Arkansas to the 1994 NCAA championship with his up-tempo "40 Minutes of Hell" style.
-
B.
Gil Birmingham
Gil Birmingham is an American actor known for his powerful supporting roles in film and television, including prominent appearances in series like Yellowstone and the Twilight Saga films.
-
C.
Tom Willis
Tom Willis is a prominent character on the sitcom "The Jeffersons," known as George and Louise Jefferson’s white neighbor in an interracial marriage that often highlights social and racial tensions with humor.
-
D.
Sam Haskell
Sam Haskell is an American television producer and former talent agent known for developing and producing family-oriented TV specials and films.
-
E.
Steve Burton
Steve Burton is an American actor best known for his long-running role on the soap opera "General Hospital" and for voicing Cloud Strife in the English versions of the "Final Fantasy VII" series.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: predecessorAsTreasurer Context triple: [Peter Costello, predecessorAsTreasurer, Ralph Willis]
-
A.
precededInOfficeAsSecretaryOfTheTreasury
Indicates that one person previously held the position of Secretary of the Treasury before another person, directly preceding them in that office.
-
B.
predecessorInOffice
Indicates that one officeholder directly held a particular position before another officeholder in an official succession.
-
C.
predecessorCEO
Indicates that one person previously held the position of CEO before another specific person.
-
D.
precededAsVicePresidentBy
Indicates that one entity served as vice president immediately before another entity in a sequence of officeholders.
-
E.
predecessorAsPressSecretary
Indicates that one person previously held the role of press secretary before another person, directly preceding them in that position.
- F. None of above. chosen
Provenance (7 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_69e0b4b1e52c8190894281cf7e3283ab |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e69dc66f00819083c804535e045545 |
completed | April 20, 2026, 9:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0893c3839c8190aa20c6644a089a0b |
completed | May 16, 2026, 3:56 p.m. |
| NEDg | Description generation | batch_6a089557444c819080d70a64596900f5 |
completed | May 16, 2026, 4:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0895de2b04819096246c63c3db5513 |
completed | May 16, 2026, 4:05 p.m. |
| PD | Predicate disambiguation | batch_69e59fcdf6e08190a604204615dc56e6 |
completed | April 20, 2026, 3:38 a.m. |
| PDg | Predicate description generation | batch_69e5a6a824748190bbe6192d73f3c613 |
completed | April 20, 2026, 4:08 a.m. |
Created at: April 16, 2026, 11:35 a.m.