Triple

T2638805
Position Surface form Disambiguated ID Type / Status
Subject Hattiesburg, Mississippi E62812 entity
Predicate hasMayor P185 FINISHED
Object Toby Barker
Toby Barker is an American politician who serves as the mayor of Hattiesburg, Mississippi.
 E286958 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: Toby Barker | Statement: [Hattiesburg, Mississippi, hasMayor, Toby Barker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Toby Barker
Context triple: [Hattiesburg, Mississippi, hasMayor, Toby Barker]
  • A. Toby Hodgkin
    Toby Hodgkin is the son of Nobel Prize–winning chemist Dorothy Hodgkin and a member of the prominent Hodgkin family noted for its contributions to science and public life.
  • B. Toby Rowland
    Toby Rowland is a tech entrepreneur best known as a co-founder of the mobile gaming company behind the hit game Candy Crush Saga.
  • C. Toby Stephens
    Toby Stephens is a British actor known for his versatile film, television, and stage roles, including performances in productions such as the James Bond film "Die Another Day" and the TV series "Black Sails."
  • D. Trevor Peacock
    Trevor Peacock was an English actor and screenwriter best known for his comedic role as the bumbling Jim Trott in the BBC sitcom "The Vicar of Dibley."
  • E. Toby Wilkinson
    Toby Wilkinson is a British Egyptologist and historian known for his influential works on ancient Egyptian civilization and its political and cultural history.
  • 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: Toby Barker
Triple: [Hattiesburg, Mississippi, hasMayor, Toby Barker]
Generated description
Toby Barker is an American politician who serves as the mayor of Hattiesburg, Mississippi.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Toby Barker
Target entity description: Toby Barker is an American politician who serves as the mayor of Hattiesburg, Mississippi.
  • A. Toby Hodgkin
    Toby Hodgkin is the son of Nobel Prize–winning chemist Dorothy Hodgkin and a member of the prominent Hodgkin family noted for its contributions to science and public life.
  • B. Toby Rowland
    Toby Rowland is a tech entrepreneur best known as a co-founder of the mobile gaming company behind the hit game Candy Crush Saga.
  • C. Toby Stephens
    Toby Stephens is a British actor known for his versatile film, television, and stage roles, including performances in productions such as the James Bond film "Die Another Day" and the TV series "Black Sails."
  • D. Trevor Peacock
    Trevor Peacock was an English actor and screenwriter best known for his comedic role as the bumbling Jim Trott in the BBC sitcom "The Vicar of Dibley."
  • E. Toby Wilkinson
    Toby Wilkinson is a British Egyptologist and historian known for his influential works on ancient Egyptian civilization and its political and cultural history.
  • 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_69ab4c3f2dcc819082df80f5e032f690 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abd8e470ac8190bd0d6de6805afcd0 completed March 7, 2026, 7:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69af98bb55f08190bb072c9b106aa748 completed March 10, 2026, 4:06 a.m.
NEDg Description generation batch_69af9990f77081908a03b454fad1fad9 completed March 10, 2026, 4:09 a.m.
NED2 Entity disambiguation (via description) batch_69af99fe48f881908a1a20f5eed8688c completed March 10, 2026, 4:11 a.m.
Created at: March 6, 2026, 9:53 p.m.