Triple

T4642811
Position Surface form Disambiguated ID Type / Status
Subject Kentucky Senate E101693 entity
Predicate currentPresidentOfSenate P25169 FINISHED
Object Robert Stivers
Robert Stivers is an American Republican politician who serves as the President of the Kentucky Senate and has been a key legislative leader in the state.
E458806 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: Robert Stivers | Statement: [Kentucky Senate, currentPresidentOfSenate, Robert Stivers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert Stivers
Context triple: [Kentucky Senate, currentPresidentOfSenate, Robert Stivers]
  • A. Mark Stevens
    Mark Stevens was an American film and television actor best known for his roles in 1940s and 1950s dramas and film noir.
  • B. Mark Stevens
    Mark Stevens is a music producer known for his work with the artist Chaka.
  • C. Matt Strevens
    Matt Strevens is a British television producer best known for his work as an executive producer on the revived era of Doctor Who.
  • D. Michael Andrews
    Michael Andrews is an American film composer and musician known for his atmospheric scores for movies such as Donnie Darko and Bridesmaids.
  • E. Michael Andrews
    Michael Andrews was a prominent British painter associated with the School of London, known for his psychologically charged figurative works and atmospheric landscapes.
  • 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: Robert Stivers
Triple: [Kentucky Senate, currentPresidentOfSenate, Robert Stivers]
Generated description
Robert Stivers is an American Republican politician who serves as the President of the Kentucky Senate and has been a key legislative leader in the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert Stivers
Target entity description: Robert Stivers is an American Republican politician who serves as the President of the Kentucky Senate and has been a key legislative leader in the state.
  • A. Mark Stevens
    Mark Stevens was an American film and television actor best known for his roles in 1940s and 1950s dramas and film noir.
  • B. Mark Stevens
    Mark Stevens is a music producer known for his work with the artist Chaka.
  • C. Matt Strevens
    Matt Strevens is a British television producer best known for his work as an executive producer on the revived era of Doctor Who.
  • D. Michael Andrews
    Michael Andrews is an American film composer and musician known for his atmospheric scores for movies such as Donnie Darko and Bridesmaids.
  • E. Michael Andrews
    Michael Andrews was a prominent British painter associated with the School of London, known for his psychologically charged figurative works and atmospheric landscapes.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: currentPresidentOfSenate
Context triple: [Kentucky Senate, currentPresidentOfSenate, Robert Stivers]
  • A. PresidentOfTheSenate chosen
    Indicates that one entity holds the official role or office of presiding over and leading the sessions and proceedings of a senate.
  • B. majorityLeaderOfTheSenate
    Indicates that one entity holds the position of majority leader in the Senate, serving as the primary legislative and strategic leader for the majority party in that chamber in relation to the Senate entity.
  • C. presidentProTempore
    Indicates that one entity serves as the president pro tempore, i.e., the temporary or acting presiding officer, of a legislative or deliberative body associated with another entity.
  • D. majorityLeaderOfTheHouse
    Indicates that the subject serves as the primary elected leader of the majority party in a legislative house, responsible for managing its agenda and floor activities.
  • E. SpeakerOfTheHouse
    Indicates that the subject holds the position of Speaker of the House in a legislative body, presiding over its sessions and proceedings.
  • 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_69bd43d3bc7c81908f81fcf380476b0f completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd5a93047c8190990c94fd5a57c867 completed March 20, 2026, 2:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfad80f14819097e022c9d9da17eb completed March 21, 2026, 1:56 a.m.
NEDg Description generation batch_69bdfdd7d3b881909dd8b362802005d8 completed March 21, 2026, 2:09 a.m.
NED2 Entity disambiguation (via description) batch_69bdfe48ed088190ba1de18bba4e9977 completed March 21, 2026, 2:11 a.m.
PD Predicate disambiguation batch_69bd5234d24c819095c79890b70eff9a completed March 20, 2026, 1:57 p.m.
Created at: March 20, 2026, 1:14 p.m.