Triple

T12509668
Position Surface form Disambiguated ID Type / Status
Subject Blanchard E299041 entity
Predicate hasNotableBearer P458 FINISHED
Object François Blanchard
François Blanchard is a notable individual distinguished enough to be recognized as a prominent bearer of the surname Blanchard.
 E991487 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: François Blanchard | Statement: [Blanchard, hasNotableBearer, François Blanchard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: François Blanchard
Context triple: [Blanchard, hasNotableBearer, François Blanchard]
  • A. Jean Blanchard
    Jean Blanchard was an architect known for designing Tivoli Park.
  • B. Joseph-Michel Montgolfier
    Joseph-Michel Montgolfier was a French inventor and aviation pioneer best known as one of the Montgolfier brothers who developed the first successful hot air balloon in the 18th century.
  • C. Jacques-Étienne Montgolfier
    Jacques-Étienne Montgolfier was an 18th-century French inventor and aviation pioneer best known, with his brother Joseph, for inventing the hot air balloon.
  • D. Jacques Charles
    Jacques Charles was a French lyricist best known for writing popular songs in the early 20th century, including the classic "My Man."
  • E. Le Rozier
    Le Rozier is a small French village in the Lozère department, known as a gateway to the scenic Gorges du Tarn and a popular base for outdoor activities like hiking and canoeing.
  • 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: François Blanchard
Triple: [Blanchard, hasNotableBearer, François Blanchard]
Generated description
François Blanchard is a notable individual distinguished enough to be recognized as a prominent bearer of the surname Blanchard.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: François Blanchard
Target entity description: François Blanchard is a notable individual distinguished enough to be recognized as a prominent bearer of the surname Blanchard.
  • A. Jean Blanchard
    Jean Blanchard was an architect known for designing Tivoli Park.
  • B. Joseph-Michel Montgolfier
    Joseph-Michel Montgolfier was a French inventor and aviation pioneer best known as one of the Montgolfier brothers who developed the first successful hot air balloon in the 18th century.
  • C. Jacques-Étienne Montgolfier
    Jacques-Étienne Montgolfier was an 18th-century French inventor and aviation pioneer best known, with his brother Joseph, for inventing the hot air balloon.
  • D. Jacques Charles
    Jacques Charles was a French lyricist best known for writing popular songs in the early 20th century, including the classic "My Man."
  • E. Le Rozier
    Le Rozier is a small French village in the Lozère department, known as a gateway to the scenic Gorges du Tarn and a popular base for outdoor activities like hiking and canoeing.
  • 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_69d6ada4cd388190ae3bbf83ff87057a completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d9541c1ca08190a4026c394ebcbeb5 completed April 10, 2026, 7:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6557243788190854208113600324e completed May 2, 2026, 7:50 p.m.
NEDg Description generation batch_69f656a6dafc81908acf59c0ba65189a completed May 2, 2026, 7:55 p.m.
NED2 Entity disambiguation (via description) batch_69f65b4d109c8190b48c71f664e7bb3f completed May 2, 2026, 8:15 p.m.
Created at: April 8, 2026, 9:57 p.m.