Triple

T13410279
Position Surface form Disambiguated ID Type / Status
Subject Nikita Gill E320067 entity
Predicate notableWork P4 FINISHED
Object Where Hope Comes From
Where Hope Comes From is a poetry collection by Nikita Gill that offers reflections on healing, resilience, and finding light amid personal and collective trauma.
E1039937 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: Where Hope Comes From | Statement: [Nikita Gill, notableWork, Where Hope Comes From]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Where Hope Comes From
Context triple: [Nikita Gill, notableWork, Where Hope Comes From]
  • A. On Hope
    "On Hope" is a 1994 short drama film, written by David Koepp, that explores themes of friendship and resilience and earned an Academy Award nomination for Best Live Action Short Film.
  • B. Only Hope
    "Only Hope" is a pop ballad popularized by Mandy Moore’s emotional rendition in the 2002 film *A Walk to Remember*, where it serves as one of her signature songs.
  • C. A Way of Hope
    "A Way of Hope" is an autobiographical work by Polish Solidarity leader and Nobel Peace Prize laureate Lech Wałęsa, reflecting on his life, activism, and the struggle against communist rule in Poland.
  • D. High as Hope
    High as Hope is the fourth studio album by English indie rock band Florence and the Machine, noted for its intimate, introspective songwriting and more stripped-back production.
  • E. The Principle of Hope
    The Principle of Hope is a major philosophical work by Ernst Bloch that explores utopian consciousness and the human capacity to imagine and strive toward a better future.
  • 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: Where Hope Comes From
Triple: [Nikita Gill, notableWork, Where Hope Comes From]
Generated description
Where Hope Comes From is a poetry collection by Nikita Gill that offers reflections on healing, resilience, and finding light amid personal and collective trauma.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Where Hope Comes From
Target entity description: Where Hope Comes From is a poetry collection by Nikita Gill that offers reflections on healing, resilience, and finding light amid personal and collective trauma.
  • A. On Hope
    "On Hope" is a 1994 short drama film, written by David Koepp, that explores themes of friendship and resilience and earned an Academy Award nomination for Best Live Action Short Film.
  • B. Only Hope
    "Only Hope" is a pop ballad popularized by Mandy Moore’s emotional rendition in the 2002 film *A Walk to Remember*, where it serves as one of her signature songs.
  • C. A Way of Hope
    "A Way of Hope" is an autobiographical work by Polish Solidarity leader and Nobel Peace Prize laureate Lech Wałęsa, reflecting on his life, activism, and the struggle against communist rule in Poland.
  • D. High as Hope
    High as Hope is the fourth studio album by English indie rock band Florence and the Machine, noted for its intimate, introspective songwriting and more stripped-back production.
  • E. The Principle of Hope
    The Principle of Hope is a major philosophical work by Ernst Bloch that explores utopian consciousness and the human capacity to imagine and strive toward a better future.
  • 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_69d806b943cc8190b6af624d385d7e12 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaeb3facc819088c1af3b59237e7a completed April 12, 2026, 2:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7307ccff08190aa4037aa5a48f7d0 completed May 3, 2026, 11:24 a.m.
NEDg Description generation batch_69f7313c6bcc8190a848cf8945a0ae2a completed May 3, 2026, 11:27 a.m.
NED2 Entity disambiguation (via description) batch_69f736f2f6a081908d532dba6f34ed97 completed May 3, 2026, 11:52 a.m.
Created at: April 9, 2026, 9:35 p.m.