Triple

T16139134
Position Surface form Disambiguated ID Type / Status
Subject Florida's 6th congressional district E391607 entity
Predicate currentRepresentative P537 FINISHED
Object Michael Waltz
Michael Waltz is a Republican U.S. Representative from Florida and former Green Beret officer known for his focus on national security and defense issues.
E1195534 NE FINISHED

How this triple was built (4 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: Michael Waltz | Statement: [Florida's 6th congressional district, currentRepresentative, Michael Waltz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michael Waltz
Context triple: [Florida's 6th congressional district, currentRepresentative, Michael Waltz]
  • A. Jack Lansford
    Jack Lansford is a character in the horror film "Sliver," involved in the movie’s tense web of voyeurism, suspicion, and murder.
  • B. Ron Shaich
    Ron Shaich is an American entrepreneur best known as the founder and longtime leader of the fast-casual restaurant chain Panera Bread.
  • C. Scott Foley
    Scott Foley is an American actor, director, and screenwriter known for his roles in television series such as "Felicity," "Scandal," and "The Unit."
  • D. Mike Royce
    Mike Royce is an American television writer and producer known for his work on acclaimed comedy series such as Everybody Loves Raymond and the 2017 reboot of One Day at a Time.
  • E. Robert Joseph Cox
    Robert Joseph Cox is an individual whose specific public background or notable achievements are not clearly identifiable from the available information.
  • 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: Michael Waltz
Triple: [Florida's 6th congressional district, currentRepresentative, Michael Waltz]
Generated description
Michael Waltz is a Republican U.S. Representative from Florida and former Green Beret officer known for his focus on national security and defense issues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michael Waltz
Target entity description: Michael Waltz is a Republican U.S. Representative from Florida and former Green Beret officer known for his focus on national security and defense issues.
  • A. Jack Lansford
    Jack Lansford is a character in the horror film "Sliver," involved in the movie’s tense web of voyeurism, suspicion, and murder.
  • B. Ron Shaich
    Ron Shaich is an American entrepreneur best known as the founder and longtime leader of the fast-casual restaurant chain Panera Bread.
  • C. Scott Foley
    Scott Foley is an American actor, director, and screenwriter known for his roles in television series such as "Felicity," "Scandal," and "The Unit."
  • D. Mike Royce
    Mike Royce is an American television writer and producer known for his work on acclaimed comedy series such as Everybody Loves Raymond and the 2017 reboot of One Day at a Time.
  • E. Robert Joseph Cox
    Robert Joseph Cox is a former Major League Baseball manager and Hall of Famer best known for leading the Atlanta Braves to sustained success, including the 1995 World Series title.
  • F. None of above. chosen

Provenance (5 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_69d87f1bb0988190b490d273dbf3fd03 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e21a06e0988190b5cd62d422d058a2 completed April 17, 2026, 11:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff2b574148190b9d5b725d7d113af completed May 10, 2026, 2:51 a.m.
NEDg Description generation batch_69fff3478bfc8190bbcc0afbf6dbb089 completed May 10, 2026, 2:53 a.m.
NED2 Entity disambiguation (via description) batch_69fff3d29f50819093a9355d016f48dd completed May 10, 2026, 2:56 a.m.
Created at: April 10, 2026, 5:01 a.m.