Triple

T16441337
Position Surface form Disambiguated ID Type / Status
Subject Shannen Doherty E399308 entity
Predicate spouse P13 FINISHED
Object Kurt Iswarienko
Kurt Iswarienko is an American photographer and cinematographer known for his commercial, celebrity, and film work, as well as his former marriage to actress Shannen Doherty.
 E1239170 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: Kurt Iswarienko | Statement: [Shannen Doherty, spouse, Kurt Iswarienko]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kurt Iswarienko
Context triple: [Shannen Doherty, spouse, Kurt Iswarienko]
  • A. Victor Kugler
    Victor Kugler was one of the Dutch helpers who risked his life to hide Anne Frank and her family during the Nazi occupation of the Netherlands.
  • B. Rudolph Belarski
    Rudolph Belarski was an American pulp magazine and paperback cover artist best known for his dynamic science fiction, adventure, and war-themed illustrations during the mid-20th century.
  • C. Leo Klier
    Leo Klier was an American professional basketball player and two-time All-American at Notre Dame who played in the early years of the Basketball Association of America (BAA).
  • D. George Kozmetsky
    George Kozmetsky was an American technology entrepreneur, investor, and educator best known as a co-founder of Teledyne and a major figure in fostering innovation and high-tech industry growth.
  • E. Kevin Rudolf
    Kevin Rudolf is an American singer-songwriter, guitarist, and record producer best known for his hit single "Let It Rock" and his work with artists on the Cash Money Records label.
  • 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: Kurt Iswarienko
Triple: [Shannen Doherty, spouse, Kurt Iswarienko]
Generated description
Kurt Iswarienko is an American photographer and cinematographer known for his commercial, celebrity, and film work, as well as his former marriage to actress Shannen Doherty.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kurt Iswarienko
Target entity description: Kurt Iswarienko is an American photographer and cinematographer known for his commercial, celebrity, and film work, as well as his former marriage to actress Shannen Doherty.
  • A. Victor Kugler
    Victor Kugler was one of the Dutch helpers who risked his life to hide Anne Frank and her family during the Nazi occupation of the Netherlands.
  • B. Rudolph Belarski
    Rudolph Belarski was an American pulp magazine and paperback cover artist best known for his dynamic science fiction, adventure, and war-themed illustrations during the mid-20th century.
  • C. Leo Klier
    Leo Klier was an American professional basketball player and two-time All-American at Notre Dame who played in the early years of the Basketball Association of America (BAA).
  • D. George Kozmetsky
    George Kozmetsky was an American technology entrepreneur, investor, and educator best known as a co-founder of Teledyne and a major figure in fostering innovation and high-tech industry growth.
  • E. Kevin Rudolf
    Kevin Rudolf is an American singer-songwriter, guitarist, and record producer best known for his hit single "Let It Rock" and his work with artists on the Cash Money Records label.
  • 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_69d87f2c6778819080fcfae53be8f12a completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e32ba91dc48190bc35db60f63d36d3 completed April 18, 2026, 6:58 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00c794355881908fdec356d12a5635 completed May 10, 2026, 5:59 p.m.
NEDg Description generation batch_6a00c820f0a0819084348f8490d6c7e5 completed May 10, 2026, 6:02 p.m.
NED2 Entity disambiguation (via description) batch_6a00c88213988190b2d8f80d0fa9d15f completed May 10, 2026, 6:03 p.m.
Created at: April 10, 2026, 5:10 a.m.