Triple

T9429502
Position Surface form Disambiguated ID Type / Status
Subject Maulik Pancholy E227335 entity
Predicate spouse P13 FINISHED
Object Ryan Corvaia
Ryan Corvaia is an American chef and restaurateur best known as the husband of actor Maulik Pancholy.
E800524 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: Ryan Corvaia | Statement: [Maulik Pancholy, spouse, Ryan Corvaia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ryan Corvaia
Context triple: [Maulik Pancholy, spouse, Ryan Corvaia]
  • 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. Luke Ciarrocchi
    Luke Ciarrocchi is a film editor known for his work on the movie "The Visit."
  • C. Sam Lavagnino
    Sam Lavagnino is an American child voice actor known for roles in animated television series and films, including work in the 2018 adaptation of Dr. Seuss' The Grinch.
  • D. Andrew Sarlo
    Andrew Sarlo is a music producer known for his work with indie and alternative artists such as Big Thief and Bon Iver.
  • E. Christian Ross
    Christian Ross was the wife of Scottish poet Allan Ramsay, known primarily through her connection to the influential 18th-century literary figure.
  • 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: Ryan Corvaia
Triple: [Maulik Pancholy, spouse, Ryan Corvaia]
Generated description
Ryan Corvaia is an American chef and restaurateur best known as the husband of actor Maulik Pancholy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ryan Corvaia
Target entity description: Ryan Corvaia is an American chef and restaurateur best known as the husband of actor Maulik Pancholy.
  • 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. Luke Ciarrocchi
    Luke Ciarrocchi is a film editor known for his work on the movie "The Visit."
  • C. Sam Lavagnino
    Sam Lavagnino is an American child voice actor known for roles in animated television series and films, including work in the 2018 adaptation of Dr. Seuss' The Grinch.
  • D. Andrew Sarlo
    Andrew Sarlo is a music producer known for his work with indie and alternative artists such as Big Thief and Bon Iver.
  • E. Christian Ross
    Christian Ross was the wife of Scottish poet Allan Ramsay, known primarily through her connection to the influential 18th-century literary figure.
  • 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_69ca8436ba308190903e470776d2d893 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd7c94719c81909d7743a57c45e07f completed April 1, 2026, 8:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1223d3cd8819089fec4c895125049 completed April 4, 2026, 2:37 p.m.
NEDg Description generation batch_69d1233a63d481908e322b7e86b5d124 completed April 4, 2026, 2:42 p.m.
NED2 Entity disambiguation (via description) batch_69d123d32c808190985da2639d2120f7 completed April 4, 2026, 2:44 p.m.
Created at: March 30, 2026, 7:49 p.m.