Triple

T19355264
Position Surface form Disambiguated ID Type / Status
Subject Asa Hutchinson E484127 entity
Predicate succeededBy (U.S. Representative, AR-3) P135222 FINISHED
Object John Boozman
John Boozman is an American Republican politician from Arkansas who has served as both a U.S. Representative and U.S. Senator.
E1372338 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 Boozman | Statement: [Asa Hutchinson, succeededBy (U.S. Representative, AR-3), John Boozman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Boozman
Context triple: [Asa Hutchinson, succeededBy (U.S. Representative, AR-3), John Boozman]
  • A. Melvin Smalls
    Melvin Smalls is an American rapper better known by his stage name Drag-On, associated with the Ruff Ryders collective.
  • B. Robert Bice
    Robert Bice was an American character actor who appeared in numerous film and television productions from the 1940s through the 1960s.
  • C. Charles Payne
    Charles Payne is an American financial journalist and television host best known for anchoring programs on Fox Business Network.
  • D. Keith Moseley
    Keith Moseley is an American bassist best known as a founding member of the jam band The String Cheese Incident.
  • E. Thad Cochran
    Thad Cochran was a long-serving Republican U.S. Senator from Mississippi known for his influence on federal appropriations and agricultural policy.
  • 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 Boozman
Triple: [Asa Hutchinson, succeededBy (U.S. Representative, AR-3), John Boozman]
Generated description
John Boozman is an American Republican politician from Arkansas who has served as both a U.S. Representative and U.S. Senator.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Boozman
Target entity description: John Boozman is an American Republican politician from Arkansas who has served as both a U.S. Representative and U.S. Senator.
  • A. Melvin Smalls
    Melvin Smalls is an American rapper better known by his stage name Drag-On, associated with the Ruff Ryders collective.
  • B. Robert Bice
    Robert Bice was an American character actor who appeared in numerous film and television productions from the 1940s through the 1960s.
  • C. Charles Payne
    Charles Payne is an American financial journalist and television host best known for anchoring programs on Fox Business Network.
  • D. Keith Moseley
    Keith Moseley is an American bassist best known as a founding member of the jam band The String Cheese Incident.
  • E. Thad Cochran
    Thad Cochran was a long-serving Republican U.S. Senator from Mississippi known for his influence on federal appropriations and agricultural policy.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: succeededBy (U.S. Representative, AR-3)
Context triple: [Asa Hutchinson, succeededBy (U.S. Representative, AR-3), John Boozman]
  • A. succeededBy (U.S. Senate seat)
    Indicates that one U.S. Senate seat holder is directly followed in office by another specific individual.
  • B. succeededBy (Governor of Tennessee)
    Indicates that one individual directly follows another in holding the office of Governor of Tennessee.
  • C. succeededBy (Governor of New York)
    Indicates that one individual directly follows another in holding the office of Governor of New York.
  • D. succeededBy (Solicitor General of the United States)
    Indicates that one individual later held the position of Solicitor General of the United States after another, directly following them in that office.
  • E. succeededByInDemocraticPartyControl
    Indicates that control held by one entity was later replaced by control held by another entity within the Democratic Party.
  • 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_69d8e8d244f8819080eb1f3491300db2 completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e6190794188190a94de464d985b5fd completed April 20, 2026, 12:16 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07240bbb7c8190aeb04315b2896e73 completed May 15, 2026, 1:47 p.m.
NEDg Description generation batch_6a072550bf2881909ceb6b91b597762b completed May 15, 2026, 1:53 p.m.
NED2 Entity disambiguation (via description) batch_6a07272e260c8190aa370620d576b830 completed May 15, 2026, 2:01 p.m.
PD Predicate disambiguation batch_69e4dd13a8cc81909cd02668564c9f29 completed April 19, 2026, 1:48 p.m.
PDg Predicate description generation batch_69e4dde92ff481909006b3f9e8d639d4 completed April 19, 2026, 1:51 p.m.
Created at: April 10, 2026, 1:34 p.m.