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.