Triple

T7885516
Position Surface form Disambiguated ID Type / Status
Subject Desire2Learn E183092 entity
Predicate foundedBy P104 FINISHED
Object John Baker
John Baker is a Canadian entrepreneur best known as the founder and longtime leader of Desire2Learn (D2L), a major provider of learning management systems and educational technology.
E702198 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 Baker | Statement: [Desire2Learn, foundedBy, John Baker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Baker
Context triple: [Desire2Learn, foundedBy, John Baker]
  • A. John Baker
    John Baker was a figure significant enough in Georgia’s early history that Baker County was named in his honor, likely for his contributions to the state or region.
  • B. John Baker
    John Baker was a British engineer best known for helping design the Morrison shelter, an indoor air-raid shelter used in the UK during World War II.
  • C. William Baker
    William Baker was a 19th-century British civil engineer noted for designing major railway structures, including prominent bridges for the expanding Victorian rail network.
  • D. George Baker
    George Baker is a name shared by several notable individuals, including actors, musicians, and public figures across different English-speaking countries.
  • E. Russell Wayne Baker
    Russell Wayne Baker was an American journalist, Pulitzer Prize–winning columnist, and author best known for his long-running "Observer" column in The New York Times and his memoir "Growing Up."
  • 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 Baker
Triple: [Desire2Learn, foundedBy, John Baker]
Generated description
John Baker is a Canadian entrepreneur best known as the founder and longtime leader of Desire2Learn (D2L), a major provider of learning management systems and educational technology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Baker
Target entity description: John Baker is a Canadian entrepreneur best known as the founder and longtime leader of Desire2Learn (D2L), a major provider of learning management systems and educational technology.
  • A. John Baker
    John Baker was a British engineer best known for helping design the Morrison shelter, an indoor air-raid shelter used in the UK during World War II.
  • B. John Baker
    John Baker was a figure significant enough in Georgia’s early history that Baker County was named in his honor, likely for his contributions to the state or region.
  • C. William Baker
    William Baker was a 19th-century British civil engineer noted for designing major railway structures, including prominent bridges for the expanding Victorian rail network.
  • D. George Baker
    George Baker is a name shared by several notable individuals, including actors, musicians, and public figures across different English-speaking countries.
  • E. Russell Wayne Baker
    Russell Wayne Baker was an American journalist, Pulitzer Prize–winning columnist, and author best known for his long-running "Observer" column in The New York Times and his memoir "Growing Up."
  • 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_69ca828af6e48190a06ee7010d8f0e64 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb39d62a148190bed4e0d199aa427b completed March 31, 2026, 3:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbdfb5d7e08190a04dc9d3dc35a0e6 completed March 31, 2026, 2:52 p.m.
NEDg Description generation batch_69cbe4888800819080eb11c9b7b7e28f completed March 31, 2026, 3:13 p.m.
NED2 Entity disambiguation (via description) batch_69cc1175c8a481909b29d3b850ad9084 completed March 31, 2026, 6:24 p.m.
Created at: March 30, 2026, 4:59 p.m.