Triple

T2395755
Position Surface form Disambiguated ID Type / Status
Subject Jack Dunphy E47646 entity
Predicate wrote P2831 FINISHED
Object Friends and Vague Lovers
Friends and Vague Lovers is a literary work by American writer Jack Dunphy, known for its introspective exploration of complex personal relationships.
 E262666 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: Friends and Vague Lovers | Statement: [Jack Dunphy, wrote, Friends and Vague Lovers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Friends and Vague Lovers
Context triple: [Jack Dunphy, wrote, Friends and Vague Lovers]
  • A. Real Friends
    "Real Friends" is a reflective hip-hop song by Kanye West that explores themes of trust, betrayal, and isolation amid fame.
  • B. Daytime Friends
    "Daytime Friends" is a country song most famously recorded by Kenny Rogers, known for its smooth storytelling about complicated relationships.
  • C. Thank You for Being a Friend
    "Thank You for Being a Friend" is a pop song written and originally recorded by Andrew Gold, best known as the theme song for the television sitcom *The Golden Girls*.
  • D. More Than Just Friends
    "More Than Just Friends" is a romantic R&B/pop song by Mariah Carey from her 2009 album *Memoirs of an Imperfect Angel*.
  • E. Friends to Go
    "Friends to Go" is a song by Paul McCartney from his 2005 album "Chaos and Creation in the Backyard," noted for its reflective lyrics and melodic, Beatles-esque style.
  • 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: Friends and Vague Lovers
Triple: [Jack Dunphy, wrote, Friends and Vague Lovers]
Generated description
Friends and Vague Lovers is a literary work by American writer Jack Dunphy, known for its introspective exploration of complex personal relationships.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Friends and Vague Lovers
Target entity description: Friends and Vague Lovers is a literary work by American writer Jack Dunphy, known for its introspective exploration of complex personal relationships.
  • A. Real Friends
    "Real Friends" is a reflective hip-hop song by Kanye West that explores themes of trust, betrayal, and isolation amid fame.
  • B. Daytime Friends
    "Daytime Friends" is a country song most famously recorded by Kenny Rogers, known for its smooth storytelling about complicated relationships.
  • C. Thank You for Being a Friend
    "Thank You for Being a Friend" is a pop song written and originally recorded by Andrew Gold, best known as the theme song for the television sitcom *The Golden Girls*.
  • D. More Than Just Friends
    "More Than Just Friends" is a romantic R&B/pop song by Mariah Carey from her 2009 album *Memoirs of an Imperfect Angel*.
  • E. Friends to Go
    "Friends to Go" is a song by Paul McCartney from his 2005 album "Chaos and Creation in the Backyard," noted for its reflective lyrics and melodic, Beatles-esque style.
  • 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_69a88a1c450c81909f61abb8b6863885 completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abc879b1b88190be8d0337d9a17bd0 completed March 7, 2026, 6:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69aeb3dc44dc819099b8914b878c5638 completed March 9, 2026, 11:49 a.m.
NEDg Description generation batch_69aeb4de29988190ae860fc6f241f225 completed March 9, 2026, 11:54 a.m.
NED2 Entity disambiguation (via description) batch_69aeb562560c8190a03c6d8ce6d75956 completed March 9, 2026, 11:56 a.m.
Created at: March 4, 2026, 7:57 p.m.