Triple

T12755470
Position Surface form Disambiguated ID Type / Status
Subject Nadine Caridi E304847 entity
Predicate spouse P13 FINISHED
Object John Macaluso
John Macaluso is a businessman best known as the husband of former model Nadine Caridi, who was previously married to stockbroker Jordan Belfort.
 E1097485 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 Macaluso | Statement: [Nadine Caridi, spouse, John Macaluso]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Macaluso
Context triple: [Nadine Caridi, spouse, John Macaluso]
  • A. John Femia
    John Femia is an actor known for playing the character Marshall Blechtman.
  • B. Greg Corrado
    Greg Corrado is an American computer scientist and researcher known for his pioneering work in artificial intelligence and deep learning, including co-founding Google Brain.
  • C. Joseph Ficalora
    Joseph Ficalora is a Brooklyn-based curator and community organizer best known for creating the Bushwick Collective, a prominent open-air street art gallery in New York City.
  • D. Ben Massarella
    Ben Massarella is an American percussionist best known for his work with the indie rock band Modest Mouse and as a co-founder of the experimental label and project Perishable Records.
  • E. Anthony DeLuca
    Anthony DeLuca is a character from the 1970s American sitcom "Blansky's Beauties," which followed the lives of Las Vegas showgirls and their manager.
  • 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 Macaluso
Triple: [Nadine Caridi, spouse, John Macaluso]
Generated description
John Macaluso is a businessman best known as the husband of former model Nadine Caridi, who was previously married to stockbroker Jordan Belfort.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Macaluso
Target entity description: John Macaluso is a businessman best known as the husband of former model Nadine Caridi, who was previously married to stockbroker Jordan Belfort.
  • A. John Femia
    John Femia is an actor known for playing the character Marshall Blechtman.
  • B. Greg Corrado
    Greg Corrado is an American computer scientist and researcher known for his pioneering work in artificial intelligence and deep learning, including co-founding Google Brain.
  • C. Joseph Ficalora
    Joseph Ficalora is a Brooklyn-based curator and community organizer best known for creating the Bushwick Collective, a prominent open-air street art gallery in New York City.
  • D. Ben Massarella
    Ben Massarella is an American percussionist best known for his work with the indie rock band Modest Mouse and as a co-founder of the experimental label and project Perishable Records.
  • E. Anthony DeLuca
    Anthony DeLuca is a character from the 1970s American sitcom "Blansky's Beauties," which followed the lives of Las Vegas showgirls and their manager.
  • 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_69d7bdf1fcd081909ffb0e0d6fa3a07d completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96d8b57b88190b29b8fdca415c81c completed April 10, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd54f264d48190be636796d694ceb1 completed May 8, 2026, 3:13 a.m.
NEDg Description generation batch_69fd570e482881909532000eebd169d1 completed May 8, 2026, 3:22 a.m.
NED2 Entity disambiguation (via description) batch_69fd57710f648190a1344ac1363acce1 completed May 8, 2026, 3:24 a.m.
Created at: April 9, 2026, 5:27 p.m.