Triple
T925672
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mick Mulvaney |
E19976
|
entity |
| Predicate | precededBy (U.S. Representative for SC-5) |
P21017
|
FINISHED |
| Object |
John Spratt
John Spratt is an American Democratic politician who long represented South Carolina's 5th congressional district in the U.S. House of Representatives and was known for his work on budget and defense issues.
|
E109755
|
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: John Spratt | Statement: [Mick Mulvaney, precededBy (U.S. Representative for SC-5), John Spratt]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Spratt Context triple: [Mick Mulvaney, precededBy (U.S. Representative for SC-5), John Spratt]
-
A.
Barney Frank
Barney Frank is a former U.S. Congressman from Massachusetts who played a leading role in financial regulatory reform and co-authored the Dodd–Frank Act.
-
B.
Harry Bright
Harry Bright is one of the three possible fathers and central adult characters in the musical and film "Mamma Mia!", known for his reserved, uptight demeanor that contrasts with the story’s exuberant Greek-island setting.
-
C.
Dan Hageman
Dan Hageman is an American screenwriter and producer best known for his work on animated family films and television series, including contributions to major LEGO franchises.
-
D.
Crapo
Crapo is the middle name of William C. Durant, the American industrialist who co-founded General Motors and Chevrolet.
-
E.
Scott Conrad
Scott Conrad is a film editor best known for his Academy Award-winning work on the boxing drama "Rocky."
- 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: John Spratt Triple: [Mick Mulvaney, precededBy (U.S. Representative for SC-5), John Spratt]
Generated description
John Spratt is an American Democratic politician who long represented South Carolina's 5th congressional district in the U.S. House of Representatives and was known for his work on budget and defense issues.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Spratt Target entity description: John Spratt is an American Democratic politician who long represented South Carolina's 5th congressional district in the U.S. House of Representatives and was known for his work on budget and defense issues.
-
A.
Barney Frank
Barney Frank is a former U.S. Congressman from Massachusetts who played a leading role in financial regulatory reform and co-authored the Dodd–Frank Act.
-
B.
Harry Bright
Harry Bright is one of the three possible fathers and central adult characters in the musical and film "Mamma Mia!", known for his reserved, uptight demeanor that contrasts with the story’s exuberant Greek-island setting.
-
C.
Dan Hageman
Dan Hageman is an American screenwriter and producer best known for his work on animated family films and television series, including contributions to major LEGO franchises.
-
D.
Crapo
Crapo is the middle name of William C. Durant, the American industrialist who co-founded General Motors and Chevrolet.
-
E.
Scott Conrad
Scott Conrad is a film editor best known for his Academy Award-winning work on the boxing drama "Rocky."
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: precededBy (U.S. Representative for SC-5) Context triple: [Mick Mulvaney, precededBy (U.S. Representative for SC-5), John Spratt]
-
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.
precededByAsHomeSecretary
Indicates that one individual previously held the position of Home Secretary before another individual.
-
C.
precededInOfficeAsSenatorFromNewYorkBy
Indicates that one individual assumed the role of U.S. Senator from New York after another, who directly held the office immediately before them.
-
D.
earlyRepresentative
Indicates that one entity serves as an initial or pioneering representative or example of another entity in time or development.
-
E.
predecessorSpeech
Indicates that one speech event directly precedes another in sequence or order.
- 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_69a7ee0becc0819089b3dadc618cf83c |
completed | March 4, 2026, 8:32 a.m. |
| NEDg | Description generation | batch_69a7f3607c70819080c5e3e49ccc6de5 |
completed | March 4, 2026, 8:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7f3d1e97881909cbb97a8ca89c574 |
completed | March 4, 2026, 8:56 a.m. |
| PD | Predicate disambiguation | batch_69a4b2970a4c8190b22cb2fd4706f62b |
completed | March 1, 2026, 9:41 p.m. |
Created at: March 1, 2026, 7:40 p.m.