Triple

T2945674
Position Surface form Disambiguated ID Type / Status
Subject Elizabeth Banks E79494 entity
Predicate spouse P13 FINISHED
Object Max Handelman
Max Handelman is an American sportswriter, film producer, and co-founder of the production company Brownstone Productions.
 E392047 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: Max Handelman | Statement: [Elizabeth Banks, spouse, Max Handelman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Max Handelman
Context triple: [Elizabeth Banks, spouse, Max Handelman]
  • A. Sanford Rothenberg
    Sanford Rothenberg was the second husband of actress Fay Wray, known primarily for his marriage to the iconic King Kong star.
  • B. Michael Markowitz
    Michael Markowitz is an American comedy writer best known for co-writing the hit film "Horrible Bosses."
  • C. Warren Hellman
    Warren Hellman was an American financier, private equity pioneer, and philanthropist best known for co-founding the investment firm Hellman & Friedman and for funding major cultural and civic initiatives, including San Francisco’s Hardly Strictly Bluegrass festival.
  • D. J. Edward Bromberg
    J. Edward Bromberg was a Hungarian-born American character actor known for his prolific work in Hollywood films and on stage during the 1930s and 1940s.
  • E. Art Podell
    Art Podell is an American folk musician and songwriter best known as an early member of the popular 1960s folk group The New Christy Minstrels.
  • 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: Max Handelman
Triple: [Elizabeth Banks, spouse, Max Handelman]
Generated description
Max Handelman is an American sportswriter, film producer, and co-founder of the production company Brownstone Productions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Max Handelman
Target entity description: Max Handelman is an American sportswriter, film producer, and co-founder of the production company Brownstone Productions.
  • A. Sanford Rothenberg
    Sanford Rothenberg was the second husband of actress Fay Wray, known primarily for his marriage to the iconic King Kong star.
  • B. Michael Markowitz
    Michael Markowitz is an American comedy writer best known for co-writing the hit film "Horrible Bosses."
  • C. Warren Hellman
    Warren Hellman was an American financier, private equity pioneer, and philanthropist best known for co-founding the investment firm Hellman & Friedman and for funding major cultural and civic initiatives, including San Francisco’s Hardly Strictly Bluegrass festival.
  • D. J. Edward Bromberg
    J. Edward Bromberg was a Hungarian-born American character actor known for his prolific work in Hollywood films and on stage during the 1930s and 1940s.
  • E. Art Podell
    Art Podell is an American folk musician and songwriter best known as an early member of the popular 1960s folk group The New Christy Minstrels.
  • 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_69ad8b1089588190b74d9e2505e45762 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad98b2752481908ec6f9a9cc24c0a7 completed March 8, 2026, 3:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69b503d3f19c819088061d3c68757957 completed March 14, 2026, 6:44 a.m.
NEDg Description generation batch_69b50523dbb08190b1fd089092c1b2a6 completed March 14, 2026, 6:50 a.m.
NED2 Entity disambiguation (via description) batch_69b50594e4888190b2db45eee2a988a7 completed March 14, 2026, 6:52 a.m.
Created at: March 8, 2026, 2:56 p.m.