Triple

T8804816
Position Surface form Disambiguated ID Type / Status
Subject John Hughes E209499 entity
Predicate precededBy P97 FINISHED
Object John Dubois
John Dubois is a relatively obscure figure known primarily as the predecessor to John Hughes in a particular role or office.
E758355 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: John Dubois | Statement: [John Hughes, precededBy, John Dubois]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Dubois
Context triple: [John Hughes, precededBy, John Dubois]
  • A. Antoine Coysevox
    Antoine Coysevox was a prominent French Baroque sculptor renowned for his expressive portrait busts and monumental decorative works for Louis XIV’s palaces.
  • B. Antoine Jay
    Antoine Jay was a 19th-century French writer, journalist, and politician known for his literary works and involvement in liberal politics during the Restoration and July Monarchy.
  • C. Pierre Bostonais
    Pierre Bostonais, also known as Tête Jaune, was a 19th-century Iroquois-Métis fur trader and guide whose explorations through the Canadian Rockies led to several landmarks, including the Yellowhead Pass, bearing his nickname.
  • D. Benjamin Baud
    Benjamin Baud was a 19th-century architect best known for designing London's Brompton Cemetery, one of the city's historic "Magnificent Seven" garden cemeteries.
  • E. Charles Le Breton
    Charles Le Breton is a historical figure known primarily as a notable bearer of the French surname "Le Breton," which denotes Breton origin.
  • 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: John Dubois
Triple: [John Hughes, precededBy, John Dubois]
Generated description
John Dubois is a relatively obscure figure known primarily as the predecessor to John Hughes in a particular role or office.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Dubois
Target entity description: John Dubois is a relatively obscure figure known primarily as the predecessor to John Hughes in a particular role or office.
  • A. Antoine Coysevox
    Antoine Coysevox was a prominent French Baroque sculptor renowned for his expressive portrait busts and monumental decorative works for Louis XIV’s palaces.
  • B. Antoine Jay
    Antoine Jay was a 19th-century French writer, journalist, and politician known for his literary works and involvement in liberal politics during the Restoration and July Monarchy.
  • C. Pierre Bostonais
    Pierre Bostonais, also known as Tête Jaune, was a 19th-century Iroquois-Métis fur trader and guide whose explorations through the Canadian Rockies led to several landmarks, including the Yellowhead Pass, bearing his nickname.
  • D. Benjamin Baud
    Benjamin Baud was a 19th-century architect best known for designing London's Brompton Cemetery, one of the city's historic "Magnificent Seven" garden cemeteries.
  • E. Charles Le Breton
    Charles Le Breton is a historical figure known primarily as a notable bearer of the French surname "Le Breton," which denotes Breton origin.
  • 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_69ca836320e48190b5cf585b90a322c4 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5fd04eb88190acc4e085d82016c0 completed March 31, 2026, 11:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf6f8e4eac819097470566d325b385 completed April 3, 2026, 7:43 a.m.
NEDg Description generation batch_69cf71aaa4b881908440302910c29248 completed April 3, 2026, 7:52 a.m.
NED2 Entity disambiguation (via description) batch_69cf7288d7748190999aa63bf8faf69f completed April 3, 2026, 7:55 a.m.
Created at: March 30, 2026, 6:44 p.m.