Triple

T7688693
Position Surface form Disambiguated ID Type / Status
Subject Florida Insurance Commissioner E174190 entity
Predicate officeHeldBy P537 FINISHED
Object Tom Gallagher
Tom Gallagher is an American politician and Republican who served in several key Florida statewide offices, including as the state's insurance commissioner and treasurer.
 E690657 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: Tom Gallagher | Statement: [Florida Insurance Commissioner, officeHeldBy, Tom Gallagher]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tom Gallagher
Context triple: [Florida Insurance Commissioner, officeHeldBy, Tom Gallagher]
  • A. Brian Gallagher
    Brian Gallagher is an American actor and musician best known as the husband of Broadway and television star Megan Hilty.
  • B. Carl Gallagher
    Carl Gallagher is a troublemaking yet surprisingly resourceful youngest son of the Gallagher family in the U.S. version of the dramedy series "Shameless."
  • C. Peter Gallagher
    Peter Gallagher is an American actor and singer known for his work in film, television, and theater, including prominent roles in "The O.C.," "Sex, Lies, and Videotape," and numerous Broadway productions.
  • D. John Gallagher Jr.
    John Gallagher Jr. is an American actor and musician best known for his work on stage in "Spring Awakening" and on television in series like "The Newsroom."
  • E. John O’Keefe
    John O’Keefe is a British-American neuroscientist renowned for discovering place cells in the hippocampus, a breakthrough that helped reveal the brain’s internal GPS system.
  • 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: Tom Gallagher
Triple: [Florida Insurance Commissioner, officeHeldBy, Tom Gallagher]
Generated description
Tom Gallagher is an American politician and Republican who served in several key Florida statewide offices, including as the state's insurance commissioner and treasurer.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tom Gallagher
Target entity description: Tom Gallagher is an American politician and Republican who served in several key Florida statewide offices, including as the state's insurance commissioner and treasurer.
  • A. Brian Gallagher
    Brian Gallagher is an American actor and musician best known as the husband of Broadway and television star Megan Hilty.
  • B. Carl Gallagher
    Carl Gallagher is a troublemaking yet surprisingly resourceful youngest son of the Gallagher family in the U.S. version of the dramedy series "Shameless."
  • C. Peter Gallagher
    Peter Gallagher is an American actor and singer known for his work in film, television, and theater, including prominent roles in "The O.C.," "Sex, Lies, and Videotape," and numerous Broadway productions.
  • D. John Gallagher Jr.
    John Gallagher Jr. is an American actor and musician best known for his work on stage in "Spring Awakening" and on television in series like "The Newsroom."
  • E. John O’Keefe
    John O’Keefe is a British-American neuroscientist renowned for discovering place cells in the hippocampus, a breakthrough that helped reveal the brain’s internal GPS system.
  • 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_69c6995966348190939e6c37ba272c06 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c70240bd7c81908b7f330abf97acca completed March 27, 2026, 10:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69c941fcac908190a2e9401f136b5f77 completed March 29, 2026, 3:15 p.m.
NEDg Description generation batch_69c942c47f9c819082c54383407c7b54 completed March 29, 2026, 3:18 p.m.
NED2 Entity disambiguation (via description) batch_69c94317cd608190a5047610c2bec670 completed March 29, 2026, 3:19 p.m.
Created at: March 27, 2026, 4:02 p.m.