Triple

T19559886
Position Surface form Disambiguated ID Type / Status
Subject Michael Ferraro E489417 entity
Predicate name P16 FINISHED
Object Michael Ferraro
Michael Ferraro is a personal name that may refer to multiple individuals across different professions, such as arts, sports, or academia.
 E1544378 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: Michael Ferraro | Statement: [Michael Ferraro, name, Michael Ferraro]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Michael Ferraro
Context triple: [Michael Ferraro, name, Michael Ferraro]
  • A. Michael Ferraro
    Michael Ferraro is a co-founder of Blue Sky Studios, the acclaimed animation company behind films such as the Ice Age series.
  • B. James Ferraro
    James Ferraro is an American experimental musician and producer known for his pioneering work in hypnagogic pop and early vaporwave.
  • C. Max Ferraro
    Max Ferraro is a recurring character on the sitcom "One Day at a Time," known as a charming EMT and the on-and-off romantic partner of Penelope Alvarez.
  • D. Russell Ferrante
    Russell Ferrante is an American jazz pianist, composer, and co-founder of the Grammy-winning fusion group Yellowjackets.
  • E. Mark Ferrante
    Mark Ferrante is an American college football coach best known for leading the Villanova Wildcats football program.
  • 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: Michael Ferraro
Triple: [Michael Ferraro, name, Michael Ferraro]
Generated description
Michael Ferraro is a personal name that may refer to multiple individuals across different professions, such as arts, sports, or academia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Michael Ferraro
Target entity description: Michael Ferraro is a personal name that may refer to multiple individuals across different professions, such as arts, sports, or academia.
  • A. Michael Ferraro
    Michael Ferraro is a co-founder of Blue Sky Studios, the acclaimed animation company behind films such as the Ice Age series.
  • B. James Ferraro
    James Ferraro is an American experimental musician and producer known for his pioneering work in hypnagogic pop and early vaporwave.
  • C. Max Ferraro
    Max Ferraro is a recurring character on the sitcom "One Day at a Time," known as a charming EMT and the on-and-off romantic partner of Penelope Alvarez.
  • D. Russell Ferrante
    Russell Ferrante is an American jazz pianist, composer, and co-founder of the Grammy-winning fusion group Yellowjackets.
  • E. Mark Ferrante
    Mark Ferrante is an American college football coach best known for leading the Villanova Wildcats football program.
  • 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_69d8e8dc5d8c8190a6d7bd8864f43ca0 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e63f731ae48190ade295c15db7f8ed completed April 20, 2026, 3 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0b3d3bc7ec8190a7119f2d64b8ca25 completed May 18, 2026, 4:24 p.m.
NEDg Description generation batch_6a0b3e5330d88190a3ca4ea190ed80f8 completed May 18, 2026, 4:29 p.m.
NED2 Entity disambiguation (via description) batch_6a0b3f1ea4308190bbd5c7f3a9495f5f completed May 18, 2026, 4:32 p.m.
Created at: April 10, 2026, 1:42 p.m.