Triple

T925673
Position Surface form Disambiguated ID Type / Status
Subject Mick Mulvaney E19976 entity
Predicate succeededBy (U.S. Representative for SC-5) P15664 FINISHED
Object Ralph Norman
Ralph Norman is a Republican politician and businessman serving as the U.S. Representative for South Carolina's 5th congressional district.
E111986 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 Norman | Statement: [Mick Mulvaney, succeededBy (U.S. Representative for SC-5), Ralph Norman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ralph Norman
Context triple: [Mick Mulvaney, succeededBy (U.S. Representative for SC-5), Ralph Norman]
  • A. 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.
  • 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. Christian Chabot
    Christian Chabot is an American entrepreneur best known as the co-founder and former CEO of the data visualization software company Tableau.
  • D. Ken Loeffler
    Ken Loeffler was an American basketball coach best known for leading La Salle University to national prominence in the 1950s and for his successful stints in both college and professional basketball.
  • E. Joseph W. Byrns
    Joseph W. Byrns was an American Democratic politician from Tennessee who served as Speaker of the U.S. House of Representatives in the mid-1930s.
  • 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 Norman
Triple: [Mick Mulvaney, succeededBy (U.S. Representative for SC-5), Ralph Norman]
Generated description
Ralph Norman is a Republican politician and businessman serving as the U.S. Representative for South Carolina's 5th congressional district.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ralph Norman
Target entity description: Ralph Norman is a Republican politician and businessman serving as the U.S. Representative for South Carolina's 5th congressional district.
  • A. 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.
  • 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. Christian Chabot
    Christian Chabot is an American entrepreneur best known as the co-founder and former CEO of the data visualization software company Tableau.
  • D. Ken Loeffler
    Ken Loeffler was an American basketball coach best known for leading La Salle University to national prominence in the 1950s and for his successful stints in both college and professional basketball.
  • E. Joseph W. Byrns
    Joseph W. Byrns was an American Democratic politician from Tennessee who served as Speaker of the U.S. House of Representatives in the mid-1930s.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: succeededBy (U.S. Representative for SC-5)
Context triple: [Mick Mulvaney, succeededBy (U.S. Representative for SC-5), Ralph Norman]
  • A. succeededInOfficeAsSenatorFromNewYorkBy
    Indicates that one individual was succeeded in the role of Senator from New York by another individual.
  • B. succeededInOffice chosen
    Indicates that one officeholder directly followed another in holding the same official position.
  • C. succeededByAsPresident
    Indicates that one individual directly followed another in holding the office of president.
  • D. 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.
  • E. ALRepresentative
    Indicates that one entity serves as an official representative or delegate acting on behalf of 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_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_69a933a103908190a624039492079f82 completed March 5, 2026, 7:41 a.m.
NEDg Description generation batch_69a94d60cb3c81908dc3af7bc395505f completed March 5, 2026, 9:31 a.m.
NED2 Entity disambiguation (via description) batch_69a963c897888190bec5decc6010c9d6 completed March 5, 2026, 11:06 a.m.
PD Predicate disambiguation batch_69a4b2970a4c8190b22cb2fd4706f62b completed March 1, 2026, 9:41 p.m.
Created at: March 1, 2026, 7:40 p.m.