Triple

T15542948
Position Surface form Disambiguated ID Type / Status
Subject Joubert E370525 entity
Predicate hasNotableBearer P458 FINISHED
Object Catherine Joubert
Catherine Joubert is a person notable enough to be recognized as a bearer of the surname Joubert.
E1189882 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: Catherine Joubert | Statement: [Joubert, hasNotableBearer, Catherine Joubert]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Catherine Joubert
Context triple: [Joubert, hasNotableBearer, Catherine Joubert]
  • A. Catherine Thierry
    Catherine Thierry was a French colonial-era woman best known as the mother of Jean-Baptiste Le Moyne de Bienville, a key founder and governor of French Louisiana.
  • B. Catherine Lalumière
    Catherine Lalumière is a French politician and lawyer known for her prominent role in European institutions and advocacy for European integration and human rights.
  • C. Catherine Hutin-Blay
    Catherine Hutin-Blay is the stepdaughter of Pablo Picasso and an heir to his estate, known for managing and preserving parts of the artist’s legacy.
  • D. Catherine Lemorton
    Catherine Lemorton is a French politician known for her work in public health policy and her tenure as a member of the National Assembly.
  • E. Jacqueline Broyer
    Jacqueline Broyer is a confident, high-powered executive and one of the central love interests in the romantic comedy film "Boomerang" (1992).
  • 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: Catherine Joubert
Triple: [Joubert, hasNotableBearer, Catherine Joubert]
Generated description
Catherine Joubert is a person notable enough to be recognized as a bearer of the surname Joubert.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Catherine Joubert
Target entity description: Catherine Joubert is a person notable enough to be recognized as a bearer of the surname Joubert.
  • A. Catherine Thierry
    Catherine Thierry was a French colonial-era woman best known as the mother of Jean-Baptiste Le Moyne de Bienville, a key founder and governor of French Louisiana.
  • B. Catherine Lalumière
    Catherine Lalumière is a French politician and lawyer known for her prominent role in European institutions and advocacy for European integration and human rights.
  • C. Catherine Hutin-Blay
    Catherine Hutin-Blay is the stepdaughter of Pablo Picasso and an heir to his estate, known for managing and preserving parts of the artist’s legacy.
  • D. Catherine Lemorton
    Catherine Lemorton is a French politician known for her work in public health policy and her tenure as a member of the National Assembly.
  • E. Jacqueline Broyer
    Jacqueline Broyer is a confident, high-powered executive and one of the central love interests in the romantic comedy film "Boomerang" (1992).
  • 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_69d85cc521a08190921fb50319dddc34 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04432c3808190bb5b653bf8de30c6 completed April 16, 2026, 2:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffcf0a12e081908d7d2ae7c9774f94 completed May 10, 2026, 12:19 a.m.
NEDg Description generation batch_69ffd0adc58881908488e3237159ffab completed May 10, 2026, 12:26 a.m.
NED2 Entity disambiguation (via description) batch_69ffd1376e5081908920ecd3a4744662 completed May 10, 2026, 12:28 a.m.
Created at: April 10, 2026, 4:07 a.m.