Triple

T7160240
Position Surface form Disambiguated ID Type / Status
Subject Carver A. Mead E166923 entity
Predicate notableStudent P4838 FINISHED
Object John Lazzaro
John Lazzaro is an electrical engineer and computer scientist known for his work in neuromorphic engineering and VLSI design, particularly in collaboration with Carver Mead’s research lineage.
E645812 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 Lazzaro | Statement: [Carver A. Mead, notableStudent, John Lazzaro]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Lazzaro
Context triple: [Carver A. Mead, notableStudent, John Lazzaro]
  • A. Mike Schafer
    Mike Schafer is a longtime head coach of the Cornell Big Red men's ice hockey team, known for leading the program to sustained success and multiple NCAA tournament appearances.
  • B. Connor Schell
    Connor Schell is an American television and film producer best known for his work at ESPN, where he helped pioneer high-quality sports storytelling and documentary programming.
  • C. Matt Shafer
    Matt Shafer, better known by his stage name Uncle Kracker, is an American singer-songwriter and musician recognized for his blend of rock, country, and pop influences.
  • D. Mike Gunton
    Mike Gunton is a British television producer best known for his work on landmark BBC natural history documentaries.
  • E. Steve Koren
    Steve Koren is an American comedy writer and screenwriter known for his work on films like "A Night at the Roxbury" and for writing on "Saturday Night Live."
  • 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 Lazzaro
Triple: [Carver A. Mead, notableStudent, John Lazzaro]
Generated description
John Lazzaro is an electrical engineer and computer scientist known for his work in neuromorphic engineering and VLSI design, particularly in collaboration with Carver Mead’s research lineage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Lazzaro
Target entity description: John Lazzaro is an electrical engineer and computer scientist known for his work in neuromorphic engineering and VLSI design, particularly in collaboration with Carver Mead’s research lineage.
  • A. Mike Schafer
    Mike Schafer is a longtime head coach of the Cornell Big Red men's ice hockey team, known for leading the program to sustained success and multiple NCAA tournament appearances.
  • B. Connor Schell
    Connor Schell is an American television and film producer best known for his work at ESPN, where he helped pioneer high-quality sports storytelling and documentary programming.
  • C. Matt Shafer
    Matt Shafer, better known by his stage name Uncle Kracker, is an American singer-songwriter and musician recognized for his blend of rock, country, and pop influences.
  • D. Mike Gunton
    Mike Gunton is a British television producer best known for his work on landmark BBC natural history documentaries.
  • E. Steve Koren
    Steve Koren is an American comedy writer and screenwriter known for his work on films like "A Night at the Roxbury" and for writing on "Saturday Night Live."
  • 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_69c68887a5cc8190bec0ea96227164f7 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e811d6b081909dafeee1d820c74f completed March 27, 2026, 8:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7adc08b688190a00024727542c8b9 completed March 28, 2026, 10:30 a.m.
NEDg Description generation batch_69c7ae661f4481908ee489023af9603b completed March 28, 2026, 10:33 a.m.
NED2 Entity disambiguation (via description) batch_69c7aef767848190b7edf7a99e2e019d completed March 28, 2026, 10:35 a.m.
Created at: March 27, 2026, 2:47 p.m.