Triple

T3043364
Position Surface form Disambiguated ID Type / Status
Subject James Gandolfini E83182 entity
Predicate spouse P13 FINISHED
Object Marcy Wudarski
Marcy Wudarski is an American film producer best known as the former wife of late actor James Gandolfini.
E328448 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: Marcy Wudarski | Statement: [James Gandolfini, spouse, Marcy Wudarski]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marcy Wudarski
Context triple: [James Gandolfini, spouse, Marcy Wudarski]
  • A. Michelle Marciniak
    Michelle Marciniak is a former American point guard best known for starring under coach Pat Summitt at the University of Tennessee and later playing in the WNBA.
  • B. Jessica Szohr
    Jessica Szohr is an American actress best known for her role as Vanessa Abrams on the television series "Gossip Girl" and later as a main cast member on the sci-fi comedy-drama "The Orville."
  • C. Heidi Bruschi
    Heidi Bruschi is best known as the wife of former New England Patriots linebacker and three-time Super Bowl champion Tedy Bruschi.
  • D. Jane Kaczmarek
    Jane Kaczmarek is an American actress best known for her Emmy-nominated role as Lois, the overbearing yet loving mother on the television series "Malcolm in the Middle."
  • E. Julie Naschauer
    Julie Naschauer was the wife of Theodor Herzl, the Austro-Hungarian journalist and founder of modern political Zionism.
  • 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: Marcy Wudarski
Triple: [James Gandolfini, spouse, Marcy Wudarski]
Generated description
Marcy Wudarski is an American film producer best known as the former wife of late actor James Gandolfini.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marcy Wudarski
Target entity description: Marcy Wudarski is an American film producer best known as the former wife of late actor James Gandolfini.
  • A. Michelle Marciniak
    Michelle Marciniak is a former American point guard best known for starring under coach Pat Summitt at the University of Tennessee and later playing in the WNBA.
  • B. Jessica Szohr
    Jessica Szohr is an American actress best known for her role as Vanessa Abrams on the television series "Gossip Girl" and later as a main cast member on the sci-fi comedy-drama "The Orville."
  • C. Heidi Bruschi
    Heidi Bruschi is best known as the wife of former New England Patriots linebacker and three-time Super Bowl champion Tedy Bruschi.
  • D. Jane Kaczmarek
    Jane Kaczmarek is an American actress best known for her Emmy-nominated role as Lois, the overbearing yet loving mother on the television series "Malcolm in the Middle."
  • E. Julie Naschauer
    Julie Naschauer was the wife of Theodor Herzl, the Austro-Hungarian journalist and founder of modern political Zionism.
  • 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_69ad8b2298908190a7cb4e9bdbf064d0 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9b5ec5988190b8b6c95c743c6d1e completed March 8, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69b20f41e2dc8190bba90185edd287ac completed March 12, 2026, 12:56 a.m.
NEDg Description generation batch_69b20ffa40888190a9a1b048cc1d7454 completed March 12, 2026, 12:59 a.m.
NED2 Entity disambiguation (via description) batch_69b21053de288190a73f09b64041af9e completed March 12, 2026, 1:01 a.m.
Created at: March 8, 2026, 3:01 p.m.