Triple

T7688696
Position Surface form Disambiguated ID Type / Status
Subject Florida Insurance Commissioner E174190 entity
Predicate officeHeldBy P537 FINISHED
Object Thomas B. Gallagher
Thomas B. Gallagher is an American politician and public official from Florida who has held several key statewide posts, including serving as the state’s insurance commissioner.
 E822574 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: Thomas B. Gallagher | Statement: [Florida Insurance Commissioner, officeHeldBy, Thomas B. Gallagher]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Thomas B. Gallagher
Context triple: [Florida Insurance Commissioner, officeHeldBy, Thomas B. Gallagher]
  • A. James B. McNamara
    James B. McNamara was an American labor union activist best known for his role in the 1910 Los Angeles Times bombing, a pivotal event in early 20th-century labor history.
  • B. Thomas W. Connell
    Thomas W. Connell was a U.S. military officer best known for commanding American forces involved in the Balangiga massacre during the Philippine–American War.
  • C. Joseph A. McDonough
    Joseph A. McDonough was a Hollywood film assistant director recognized in the 1930s for his award-winning work in the early years of the Academy Awards.
  • D. William F. Walsh
    William F. Walsh was an American politician and attorney who served as the mayor of Syracuse, New York, and later as a U.S. Representative from New York.
  • E. Edwin J. Burke
    Edwin J. Burke was an American screenwriter and playwright best known for his work in early 20th-century Hollywood cinema, including several films starring Shirley Temple.
  • 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: Thomas B. Gallagher
Triple: [Florida Insurance Commissioner, officeHeldBy, Thomas B. Gallagher]
Generated description
Thomas B. Gallagher is an American politician and public official from Florida who has held several key statewide posts, including serving as the state’s insurance commissioner.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Thomas B. Gallagher
Target entity description: Thomas B. Gallagher is an American politician and public official from Florida who has held several key statewide posts, including serving as the state’s insurance commissioner.
  • A. James B. McNamara
    James B. McNamara was an American labor union activist best known for his role in the 1910 Los Angeles Times bombing, a pivotal event in early 20th-century labor history.
  • B. Thomas W. Connell
    Thomas W. Connell was a U.S. military officer best known for commanding American forces involved in the Balangiga massacre during the Philippine–American War.
  • C. Joseph A. McDonough
    Joseph A. McDonough was a Hollywood film assistant director recognized in the 1930s for his award-winning work in the early years of the Academy Awards.
  • D. William F. Walsh
    William F. Walsh was an American politician and attorney who served as the mayor of Syracuse, New York, and later as a U.S. Representative from New York.
  • E. Edwin J. Burke
    Edwin J. Burke was an American screenwriter and playwright best known for his work in early 20th-century Hollywood cinema, including several films starring Shirley Temple.
  • 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_69d1cc2600208190b996bac5845bd385 completed April 5, 2026, 2:42 a.m.
NEDg Description generation batch_69d1ccd04b60819085a5bde42605ecf5 completed April 5, 2026, 2:45 a.m.
NED2 Entity disambiguation (via description) batch_69d1cd70aa5481908b67afef279c38af completed April 5, 2026, 2:48 a.m.
Created at: March 27, 2026, 4:02 p.m.