Triple

T19500061
Position Surface form Disambiguated ID Type / Status
Subject Sugar Hill, Georgia E487878 entity
Predicate hasMayor P185 FINISHED
Object Brandon Hembree
Brandon Hembree is the mayor of Sugar Hill, Georgia, a city in Gwinnett County in the Atlanta metropolitan area.
E1410673 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: Brandon Hembree | Statement: [Sugar Hill, Georgia, hasMayor, Brandon Hembree]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Brandon Hembree
Context triple: [Sugar Hill, Georgia, hasMayor, Brandon Hembree]
  • A. Brandon Bollig
    Brandon Bollig is an American former professional ice hockey forward who won the Stanley Cup with the Chicago Blackhawks in 2013.
  • B. Josh Heird
    Josh Heird is a collegiate athletics administrator who serves as the athletic director overseeing the University of Louisville’s sports programs.
  • C. Matt Harpring
    Matt Harpring is a former American professional basketball player and standout small forward best known for his collegiate career at Georgia Tech and his NBA tenure with teams including the Utah Jazz.
  • D. Trent Baalke
    Trent Baalke is an American football executive best known for his tenure as an NFL general manager, including leading front offices for multiple franchises.
  • E. Matt Sallee
    Matt Sallee is an American singer best known as the bass vocalist for the a cappella group Pentatonix.
  • 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: Brandon Hembree
Triple: [Sugar Hill, Georgia, hasMayor, Brandon Hembree]
Generated description
Brandon Hembree is the mayor of Sugar Hill, Georgia, a city in Gwinnett County in the Atlanta metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Brandon Hembree
Target entity description: Brandon Hembree is the mayor of Sugar Hill, Georgia, a city in Gwinnett County in the Atlanta metropolitan area.
  • A. Brandon Bollig
    Brandon Bollig is an American former professional ice hockey forward who won the Stanley Cup with the Chicago Blackhawks in 2013.
  • B. Josh Heird
    Josh Heird is a collegiate athletics administrator who serves as the athletic director overseeing the University of Louisville’s sports programs.
  • C. Matt Harpring
    Matt Harpring is a former American professional basketball player and standout small forward best known for his collegiate career at Georgia Tech and his NBA tenure with teams including the Utah Jazz.
  • D. Trent Baalke
    Trent Baalke is an American football executive best known for his tenure as an NFL general manager, including leading front offices for multiple franchises.
  • E. Matt Sallee
    Matt Sallee is an American singer best known as the bass vocalist for the a cappella group Pentatonix.
  • 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_69d8e8d9d1c88190b01cd78b8be49384 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e6349462108190bb763b4e03bf000d completed April 20, 2026, 2:13 p.m.
NED1 Entity disambiguation (via context triple) batch_6a081f1f42bc8190b89152f422a1b0e0 completed May 16, 2026, 7:39 a.m.
NEDg Description generation batch_6a08209695e881908cb1afe6e17cd97d completed May 16, 2026, 7:45 a.m.
NED2 Entity disambiguation (via description) batch_6a08245621948190a7ae6f5e25b08a10 completed May 16, 2026, 8:01 a.m.
Created at: April 10, 2026, 1:40 p.m.