Triple

T7578628
Position Surface form Disambiguated ID Type / Status
Subject Guelph Jazz Festival E179424 entity
Predicate foundedBy P104 FINISHED
Object Ajay Heble
Ajay Heble is a Canadian scholar, author, and arts organizer best known as the founding artistic director of the Guelph Jazz Festival and a leading figure in improvised music and cultural studies.
 E675029 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: Ajay Heble | Statement: [Guelph Jazz Festival, foundedBy, Ajay Heble]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ajay Heble
Context triple: [Guelph Jazz Festival, foundedBy, Ajay Heble]
  • A. Dileep Rao
    Dileep Rao is an American actor known for his supporting roles in major films such as Avatar, Drag Me to Hell, and Inception.
  • B. Ajay Maken
    Ajay Maken is an Indian politician from the Indian National Congress who has served as a Union Minister and held key leadership roles in both the national party and the Delhi government.
  • C. Ajay Royan
    Ajay Royan is a venture capitalist best known as the co-founder and managing partner of Mithril Capital Management, an investment firm he launched with Peter Thiel.
  • D. Sanjay Suri
    Sanjay Suri is an Indian actor and film producer known for his work in Hindi cinema and independent films.
  • E. Prashant Dalvi
    Prashant Dalvi is a prominent contemporary Marathi playwright known for his significant contributions to modern Marathi theatre.
  • 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: Ajay Heble
Triple: [Guelph Jazz Festival, foundedBy, Ajay Heble]
Generated description
Ajay Heble is a Canadian scholar, author, and arts organizer best known as the founding artistic director of the Guelph Jazz Festival and a leading figure in improvised music and cultural studies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ajay Heble
Target entity description: Ajay Heble is a Canadian scholar, author, and arts organizer best known as the founding artistic director of the Guelph Jazz Festival and a leading figure in improvised music and cultural studies.
  • A. Dileep Rao
    Dileep Rao is an American actor known for his supporting roles in major films such as Avatar, Drag Me to Hell, and Inception.
  • B. Ajay Maken
    Ajay Maken is an Indian politician from the Indian National Congress who has served as a Union Minister and held key leadership roles in both the national party and the Delhi government.
  • C. Ajay Royan
    Ajay Royan is a venture capitalist best known as the co-founder and managing partner of Mithril Capital Management, an investment firm he launched with Peter Thiel.
  • D. Sanjay Suri
    Sanjay Suri is an Indian actor and film producer known for his work in Hindi cinema and independent films.
  • E. Prashant Dalvi
    Prashant Dalvi is a prominent contemporary Marathi playwright known for his significant contributions to modern Marathi theatre.
  • 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_69c69f327db881909a21ae3b156f8ded completed March 27, 2026, 3:16 p.m.
NER Named-entity recognition batch_69c6f97460a481909d61fba555567b66 completed March 27, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8616d87f881909fe23220dc77167c completed March 28, 2026, 11:17 p.m.
NEDg Description generation batch_69c8625282bc8190bd1eecc13c1d4744 completed March 28, 2026, 11:20 p.m.
NED2 Entity disambiguation (via description) batch_69c8630fe8608190afc7b67d9a80240b completed March 28, 2026, 11:24 p.m.
Created at: March 27, 2026, 3:51 p.m.