Triple

T14349078
Position Surface form Disambiguated ID Type / Status
Subject The Offer E355803 entity
Predicate executiveProducer P7225 FINISHED
Object Nikki Toscano
Nikki Toscano is an American television writer and producer known for her work on series such as Bates Motel, 24: Legacy, and The Offer.
E1097737 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: Nikki Toscano | Statement: [The Offer, executiveProducer, Nikki Toscano]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nikki Toscano
Context triple: [The Offer, executiveProducer, Nikki Toscano]
  • A. Nikki Satosky
    Nikki Satosky is a fictional character portrayed by actress Mara Wilson.
  • B. Nicole Trunfio
    Nicole Trunfio is an Australian model and fashion designer known for her work with major international brands and appearances on reality modeling competitions.
  • C. Nikki Coulouris
    Nikki Coulouris is a member of the Coulouris family, related to George Coulouris Jr., likely as a close familial relative such as a sibling or child.
  • D. Nikki Hassman
    Nikki Hassman is a songwriter best known for co-writing the contemporary Christian song "I'm Alive."
  • E. Nicole Grimaudo
    Nicole Grimaudo is an Italian actress known for her work in film, television, and theater, including prominent roles in contemporary Italian cinema.
  • 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: Nikki Toscano
Triple: [The Offer, executiveProducer, Nikki Toscano]
Generated description
Nikki Toscano is an American television writer and producer known for her work on series such as Bates Motel, 24: Legacy, and The Offer.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nikki Toscano
Target entity description: Nikki Toscano is an American television writer and producer known for her work on series such as Bates Motel, 24: Legacy, and The Offer.
  • A. Nikki Satosky
    Nikki Satosky is a fictional character portrayed by actress Mara Wilson.
  • B. Nicole Trunfio
    Nicole Trunfio is an Australian model and fashion designer known for her work with major international brands and appearances on reality modeling competitions.
  • C. Nikki Coulouris
    Nikki Coulouris is a member of the Coulouris family, related to George Coulouris Jr., likely as a close familial relative such as a sibling or child.
  • D. Nikki Hassman
    Nikki Hassman is a songwriter best known for co-writing the contemporary Christian song "I'm Alive."
  • E. Nicole Grimaudo
    Nicole Grimaudo is an Italian actress known for her work in film, television, and theater, including prominent roles in contemporary Italian cinema.
  • 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_69d82790a7e08190877e2d349b2e8d8e completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de8e8d081c8190ac805726a3e98f4c completed April 14, 2026, 6:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd550aef908190a7ec49e409f92dc7 completed May 8, 2026, 3:14 a.m.
NEDg Description generation batch_69fd5671340081909d87978be2a5522b completed May 8, 2026, 3:20 a.m.
NED2 Entity disambiguation (via description) batch_69fd57a6711881909429bba35ee867c6 completed May 8, 2026, 3:25 a.m.
Created at: April 10, 2026, 1:14 a.m.