Triple

T14140913
Position Surface form Disambiguated ID Type / Status
Subject Bergeron Centre for Engineering Excellence E350423 entity
Predicate namedFor P63 FINISHED
Object Douglas Bergeron
Douglas Bergeron is a Canadian-born technology entrepreneur and philanthropist best known as the longtime CEO of payment technology company VeriFone and a major benefactor of engineering education.
E1082772 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: Douglas Bergeron | Statement: [Bergeron Centre for Engineering Excellence, namedFor, Douglas Bergeron]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Douglas Bergeron
Context triple: [Bergeron Centre for Engineering Excellence, namedFor, Douglas Bergeron]
  • A. Matt Bissonnette
    Matt Bissonnette is a Canadian filmmaker and writer known for directing independent feature films such as "Looking for Leonard" and "Passenger Side."
  • B. Brendan Morrow
    Brendan Morrow is a Canadian former professional ice hockey forward best known for his long tenure and captaincy with the NHL’s Dallas Stars.
  • C. Douglas Robinson Jr.
    Douglas Robinson Jr. was an American businessman and prominent New York society figure of the late 19th and early 20th centuries, known for his close family ties to President Theodore Roosevelt.
  • D. André Perron
    André Perron is a personal name shared by several individuals, most commonly associated with French-speaking professionals and public figures.
  • E. Justin McCully
    Justin McCully is an American mixed martial artist and heavyweight competitor who fought in the UFC during the mid-2000s.
  • 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: Douglas Bergeron
Triple: [Bergeron Centre for Engineering Excellence, namedFor, Douglas Bergeron]
Generated description
Douglas Bergeron is a Canadian-born technology entrepreneur and philanthropist best known as the longtime CEO of payment technology company VeriFone and a major benefactor of engineering education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Douglas Bergeron
Target entity description: Douglas Bergeron is a Canadian-born technology entrepreneur and philanthropist best known as the longtime CEO of payment technology company VeriFone and a major benefactor of engineering education.
  • A. Matt Bissonnette
    Matt Bissonnette is a Canadian filmmaker and writer known for directing independent feature films such as "Looking for Leonard" and "Passenger Side."
  • B. Brendan Morrow
    Brendan Morrow is a Canadian former professional ice hockey forward best known for his long tenure and captaincy with the NHL’s Dallas Stars.
  • C. Douglas Robinson Jr.
    Douglas Robinson Jr. was an American businessman and prominent New York society figure of the late 19th and early 20th centuries, known for his close family ties to President Theodore Roosevelt.
  • D. André Perron
    André Perron is a personal name shared by several individuals, most commonly associated with French-speaking professionals and public figures.
  • E. Justin McCully
    Justin McCully is an American mixed martial artist and heavyweight competitor who fought in the UFC during the mid-2000s.
  • 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_69d827865f608190b311820428ae027b completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de611ed3508190add37baa30d1d134 completed April 14, 2026, 3:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcdf18e3d08190b287e2da192d05eb completed May 7, 2026, 6:51 p.m.
NEDg Description generation batch_69fce1a2a4c881908d18b45917286712 completed May 7, 2026, 7:01 p.m.
NED2 Entity disambiguation (via description) batch_69fce24e7860819097f51a4907c894a7 completed May 7, 2026, 7:04 p.m.
Created at: April 10, 2026, 12:47 a.m.