Triple

T4353735
Position Surface form Disambiguated ID Type / Status
Subject Hoover E98093 entity
Predicate hasMayor P185 FINISHED
Object Frank V. Brocato
Frank V. Brocato is an American municipal leader who serves as the mayor of Hoover, Alabama.
E434326 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: Frank V. Brocato | Statement: [Hoover, hasMayor, Frank V. Brocato]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frank V. Brocato
Context triple: [Hoover, hasMayor, Frank V. Brocato]
  • A. John R. Leonetti
    John R. Leonetti is an American cinematographer and film director best known for his work on major horror films, including serving as director of photography on "The Conjuring."
  • B. John J. Tominac
    John J. Tominac was a United States Army soldier and Medal of Honor recipient recognized for extraordinary heroism during World War II.
  • C. William J. Guarnere
    William J. Guarnere was a World War II U.S. Army paratrooper best known as a member of Easy Company, 506th Parachute Infantry Regiment, whose experiences were depicted in the book and miniseries "Band of Brothers."
  • D. Pat Cipollone
    Pat Cipollone is an American lawyer who served as White House Counsel to President Donald Trump, playing a key role in major legal and impeachment-related matters during his administration.
  • E. Frank Puglia
    Frank Puglia was an Italian-born American character actor known for his numerous supporting roles in Hollywood films from the 1920s through the 1960s.
  • 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: Frank V. Brocato
Triple: [Hoover, hasMayor, Frank V. Brocato]
Generated description
Frank V. Brocato is an American municipal leader who serves as the mayor of Hoover, Alabama.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frank V. Brocato
Target entity description: Frank V. Brocato is an American municipal leader who serves as the mayor of Hoover, Alabama.
  • A. John R. Leonetti
    John R. Leonetti is an American cinematographer and film director best known for his work on major horror films, including serving as director of photography on "The Conjuring."
  • B. John J. Tominac
    John J. Tominac was a United States Army soldier and Medal of Honor recipient recognized for extraordinary heroism during World War II.
  • C. William J. Guarnere
    William J. Guarnere was a World War II U.S. Army paratrooper best known as a member of Easy Company, 506th Parachute Infantry Regiment, whose experiences were depicted in the book and miniseries "Band of Brothers."
  • D. Pat Cipollone
    Pat Cipollone is an American lawyer who served as White House Counsel to President Donald Trump, playing a key role in major legal and impeachment-related matters during his administration.
  • E. Frank Puglia
    Frank Puglia was an Italian-born American character actor known for his numerous supporting roles in Hollywood films from the 1920s through the 1960s.
  • 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_69b3454965f881908c41190bb22f0e4b completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b351c281688190aef717c4ecce8107 completed March 12, 2026, 11:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5dbb32eb081908dbaa8cc14882fe0 completed March 14, 2026, 10:05 p.m.
NEDg Description generation batch_69b5df8336e881908c875b8411c2fe4d completed March 14, 2026, 10:21 p.m.
NED2 Entity disambiguation (via description) batch_69b5e0ded0288190b615364e9ae10821 completed March 14, 2026, 10:27 p.m.
Created at: March 12, 2026, 11:15 p.m.