Triple

T18533731
Position Surface form Disambiguated ID Type / Status
Subject James LeGros E452906 entity
Predicate spouse P13 FINISHED
Object Kristina Loggia
Kristina Loggia is an American actress and photographer, known both for her creative work and for being married to actor James LeGros.
E1330387 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: Kristina Loggia | Statement: [James LeGros, spouse, Kristina Loggia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kristina Loggia
Context triple: [James LeGros, spouse, Kristina Loggia]
  • A. Jeanne Liotta
    Jeanne Liotta is an American experimental filmmaker and artist known for her poetic works exploring science, nature, and the cosmos.
  • B. Karla DeVito
    Karla DeVito is an American singer and actress best known for her work in rock music and musical theatre, including touring and performing with major artists in the late 1970s and 1980s.
  • C. Kathleen Russo
    Kathleen Russo is an American producer and curator best known as the widow and literary executor of monologist Spalding Gray, overseeing his archives and legacy.
  • D. Angela Ricci
    Angela Ricci is a vocalist known for performing with the British acid jazz and funk band The Brand New Heavies.
  • E. Nina Conti
    Nina Conti is a British comedian and ventriloquist known for her innovative, often improvisational performances with puppets on stage and television.
  • 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: Kristina Loggia
Triple: [James LeGros, spouse, Kristina Loggia]
Generated description
Kristina Loggia is an American actress and photographer, known both for her creative work and for being married to actor James LeGros.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kristina Loggia
Target entity description: Kristina Loggia is an American actress and photographer, known both for her creative work and for being married to actor James LeGros.
  • A. Jeanne Liotta
    Jeanne Liotta is an American experimental filmmaker and artist known for her poetic works exploring science, nature, and the cosmos.
  • B. Karla DeVito
    Karla DeVito is an American singer and actress best known for her work in rock music and musical theatre, including touring and performing with major artists in the late 1970s and 1980s.
  • C. Kathleen Russo
    Kathleen Russo is an American producer and curator best known as the widow and literary executor of monologist Spalding Gray, overseeing his archives and legacy.
  • D. Angela Ricci
    Angela Ricci is a vocalist known for performing with the British acid jazz and funk band The Brand New Heavies.
  • E. Nina Conti
    Nina Conti is a British comedian and ventriloquist known for her innovative, often improvisational performances with puppets on stage and television.
  • 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_69d8d387b5548190aa030dad2cb4947e completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e533ffc38881909f8ee132314f58a3 completed April 19, 2026, 7:58 p.m.
NED1 Entity disambiguation (via context triple) batch_6a049ad81eb88190a2b0b57faa622e46 completed May 13, 2026, 3:38 p.m.
NEDg Description generation batch_6a049c86bd748190a10f6f720cc4c9eb completed May 13, 2026, 3:45 p.m.
NED2 Entity disambiguation (via description) batch_6a049e9f82d48190b375adef9fbfd1bd completed May 13, 2026, 3:54 p.m.
Created at: April 10, 2026, 11:37 a.m.