Triple

T9825469
Position Surface form Disambiguated ID Type / Status
Subject Michelle Phillips E238642 entity
Predicate associatedAct P37 FINISHED
Object Denny Doherty
Denny Doherty was a Canadian singer and songwriter best known as a founding member and lead vocalist of the 1960s folk-rock group The Mamas & the Papas.
E832537 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: Denny Doherty | Statement: [Michelle Phillips, associatedAct, Denny Doherty]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Denny Doherty
Context triple: [Michelle Phillips, associatedAct, Denny Doherty]
  • A. Marty Dwyer
    Marty Dwyer is a comedic supporting character in the 1995 romantic comedy film "Nine Months," contributing to the movie’s lighthearted take on impending parenthood.
  • B. Jim Duggan
    Jim Duggan is an American professional wrestler best known for his patriotic "Hacksaw" persona in the World Wrestling Federation (WWF), where he famously carried a 2x4 and led crowds in chanting "USA!"
  • C. Dennis Murphy
    Dennis Murphy was an American sports entrepreneur best known for co-founding several upstart professional leagues, including the American Basketball Association.
  • D. Bobby McDermott
    Bobby McDermott was an American professional basketball guard widely regarded as one of the greatest players of the pre-NBA era, known for his prolific scoring and multiple championships in the 1930s and 1940s.
  • E. Gerry Cooney
    Gerry Cooney is an American former heavyweight boxer best known for his powerful left hook and high-profile 1980s title fights, including his bout with Larry Holmes.
  • 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: Denny Doherty
Triple: [Michelle Phillips, associatedAct, Denny Doherty]
Generated description
Denny Doherty was a Canadian singer and songwriter best known as a founding member and lead vocalist of the 1960s folk-rock group The Mamas & the Papas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Denny Doherty
Target entity description: Denny Doherty was a Canadian singer and songwriter best known as a founding member and lead vocalist of the 1960s folk-rock group The Mamas & the Papas.
  • A. Marty Dwyer
    Marty Dwyer is a comedic supporting character in the 1995 romantic comedy film "Nine Months," contributing to the movie’s lighthearted take on impending parenthood.
  • B. Jim Duggan
    Jim Duggan is an American professional wrestler best known for his patriotic "Hacksaw" persona in the World Wrestling Federation (WWF), where he famously carried a 2x4 and led crowds in chanting "USA!"
  • C. Dennis Murphy
    Dennis Murphy was an American sports entrepreneur best known for co-founding several upstart professional leagues, including the American Basketball Association.
  • D. Bobby McDermott
    Bobby McDermott was an American professional basketball guard widely regarded as one of the greatest players of the pre-NBA era, known for his prolific scoring and multiple championships in the 1930s and 1940s.
  • E. Gerry Cooney
    Gerry Cooney is an American former heavyweight boxer best known for his powerful left hook and high-profile 1980s title fights, including his bout with Larry Holmes.
  • 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_69ca84e0dd1881909800765d1e21f735 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb3181c688190afea3b27ee392a30 completed April 2, 2026, 12:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69d23ceca020819080f310f84669551a completed April 5, 2026, 10:43 a.m.
NEDg Description generation batch_69d23e6ca3908190b7ad7b932ab35ad7 completed April 5, 2026, 10:50 a.m.
NED2 Entity disambiguation (via description) batch_69d241020074819092bc2deea85a6ac0 completed April 5, 2026, 11:01 a.m.
Created at: March 30, 2026, 8:31 p.m.