Triple

T14479704
Position Surface form Disambiguated ID Type / Status
Subject Insurgent E359065 entity
Predicate mainCharacter P1183 FINISHED
Object Tobias Eaton
Tobias Eaton, also known as Four, is a central character in Veronica Roth's Divergent series, known for his bravery, complex past, and role as Tris Prior's mentor and love interest.
E1100657 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: Tobias Eaton | Statement: [Insurgent, mainCharacter, Tobias Eaton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tobias Eaton
Context triple: [Insurgent, mainCharacter, Tobias Eaton]
  • A. J. L. Hudson
    J. L. Hudson was a prominent Detroit businessman best known as the founder of the J. L. Hudson Company department store, which became one of the largest and most influential retail establishments in the United States.
  • B. J. C. Stearns
    J. C. Stearns was one of the contributing authors to the influential Franck Report on the implications of nuclear weapons during the Manhattan Project era.
  • C. Timothy Eaton
    Timothy Eaton was a Canadian retail magnate best known for establishing the Eaton's department store chain, which became one of Canada's most iconic retailers.
  • D. John Wanamaker
    John Wanamaker was a pioneering American merchant and founder of one of the first department stores in the United States, who also served as U.S. Postmaster General.
  • E. Donald Spencer
    Donald Spencer was an influential American mathematician known for his foundational work in differential geometry and the theory of overdetermined systems of partial differential equations.
  • 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: Tobias Eaton
Triple: [Insurgent, mainCharacter, Tobias Eaton]
Generated description
Tobias Eaton, also known as Four, is a central character in Veronica Roth's Divergent series, known for his bravery, complex past, and role as Tris Prior's mentor and love interest.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tobias Eaton
Target entity description: Tobias Eaton, also known as Four, is a central character in Veronica Roth's Divergent series, known for his bravery, complex past, and role as Tris Prior's mentor and love interest.
  • A. J. L. Hudson
    J. L. Hudson was a prominent Detroit businessman best known as the founder of the J. L. Hudson Company department store, which became one of the largest and most influential retail establishments in the United States.
  • B. J. C. Stearns
    J. C. Stearns was one of the contributing authors to the influential Franck Report on the implications of nuclear weapons during the Manhattan Project era.
  • C. Timothy Eaton
    Timothy Eaton was a Canadian retail magnate best known for establishing the Eaton's department store chain, which became one of Canada's most iconic retailers.
  • D. John Wanamaker
    John Wanamaker was a pioneering American merchant and founder of one of the first department stores in the United States, who also served as U.S. Postmaster General.
  • E. Donald Spencer
    Donald Spencer was an influential American mathematician known for his foundational work in differential geometry and the theory of overdetermined systems of partial differential equations.
  • 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_69d827966698819082e140837737501d completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de924a576c819098351efabdb779b1 completed April 14, 2026, 7:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd64a257488190818c65c1cc84c4b5 completed May 8, 2026, 4:20 a.m.
NEDg Description generation batch_69fd6609ed5c8190a5d2c5fe25ea1467 completed May 8, 2026, 4:26 a.m.
NED2 Entity disambiguation (via description) batch_69fd666f81d08190a0d658b5949e0201 completed May 8, 2026, 4:28 a.m.
Created at: April 10, 2026, 1:20 a.m.