Triple

T14570212
Position Surface form Disambiguated ID Type / Status
Subject Elena Ferrante E341891 entity
Predicate notableWork P4 FINISHED
Object Those Who Leave and Those Who Stay
Those Who Leave and Those Who Stay is the third novel in Elena Ferrante’s acclaimed Neapolitan series, continuing the intense, decades-spanning friendship and rivalry between Lila and Elena against the backdrop of a changing Italy.
E1106938 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: Those Who Leave and Those Who Stay | Statement: [Elena Ferrante, notableWork, Those Who Leave and Those Who Stay]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Those Who Leave and Those Who Stay
Context triple: [Elena Ferrante, notableWork, Those Who Leave and Those Who Stay]
  • A. Leaving Time
    Leaving Time is a bestselling contemporary novel by Jodi Picoult that blends mystery, family drama, and the emotional bond between a missing mother and her daughter.
  • B. The Farewell
    The Farewell is a 2019 dramedy film written and directed by Lulu Wang that follows a Chinese American family staging a fake wedding to secretly gather and say goodbye to their terminally ill matriarch, exploring themes of cultural identity, family, and grief.
  • C. The End We Start From
    The End We Start From is a 2017 dystopian literary novel by Megan Hunter that follows a new mother navigating a flooded, post-apocalyptic Britain.
  • D. The Splendid Things We Planned
    The Splendid Things We Planned is a memoir by biographer Blake Bailey that recounts his troubled relationship with his brother and their dysfunctional family.
  • E. The Departure
    The Departure is a contemporary piano composition featured in Lang Lang’s "Piano Book" collection.
  • 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: Those Who Leave and Those Who Stay
Triple: [Elena Ferrante, notableWork, Those Who Leave and Those Who Stay]
Generated description
Those Who Leave and Those Who Stay is the third novel in Elena Ferrante’s acclaimed Neapolitan series, continuing the intense, decades-spanning friendship and rivalry between Lila and Elena against the backdrop of a changing Italy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Those Who Leave and Those Who Stay
Target entity description: Those Who Leave and Those Who Stay is the third novel in Elena Ferrante’s acclaimed Neapolitan series, continuing the intense, decades-spanning friendship and rivalry between Lila and Elena against the backdrop of a changing Italy.
  • A. Leaving Time
    Leaving Time is a bestselling contemporary novel by Jodi Picoult that blends mystery, family drama, and the emotional bond between a missing mother and her daughter.
  • B. The Farewell
    The Farewell is a 2019 dramedy film written and directed by Lulu Wang that follows a Chinese American family staging a fake wedding to secretly gather and say goodbye to their terminally ill matriarch, exploring themes of cultural identity, family, and grief.
  • C. The End We Start From
    The End We Start From is a 2017 dystopian literary novel by Megan Hunter that follows a new mother navigating a flooded, post-apocalyptic Britain.
  • D. The Splendid Things We Planned
    The Splendid Things We Planned is a memoir by biographer Blake Bailey that recounts his troubled relationship with his brother and their dysfunctional family.
  • E. The Departure
    The Departure is a contemporary piano composition featured in Lang Lang’s "Piano Book" collection.
  • 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_69d822dcc6248190bed689984bceb0e2 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb3f2121481908f2385637944785d completed April 14, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd8ac858108190b7c90130f18b0ddb completed May 8, 2026, 7:03 a.m.
NEDg Description generation batch_69fd8c3678048190a23b509e963c1ade completed May 8, 2026, 7:09 a.m.
NED2 Entity disambiguation (via description) batch_69fd8d609684819090a9c3f2304f4a6a completed May 8, 2026, 7:14 a.m.
Created at: April 10, 2026, 1:23 a.m.