Triple

T15163668
Position Surface form Disambiguated ID Type / Status
Subject Hope (EP) E362278 entity
Predicate alsoKnownAs P39 FINISHED
Object Hope
Hope is an EP whose title track and overall theme center on optimism and emotional resilience.
 E1140562 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: Hope | Statement: [Hope (EP), alsoKnownAs, Hope]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hope
Context triple: [Hope (EP), alsoKnownAs, Hope]
  • A. Hope
    Hope is a small village in the Peak District of Derbyshire, England, known for its scenic surroundings and role as a local tourist and walking hub.
  • B. Hope
    "Hope" is a popular hip hop single by Twista featuring Faith Evans that reflects on struggle, resilience, and aspirations for a better future.
  • C. Hope
    "Hope" is a famous allegorical painting by British artist George Frederic Watts, depicting a blindfolded woman clinging to a lyre with a single remaining string as a symbol of perseverance amid despair.
  • D. Hope
    "Hope" is a symbolist painting by French artist Pierre Puvis de Chavannes that depicts an allegorical female figure embodying spiritual resilience and optimism amid desolation.
  • E. Hope
    Hope is a small town in southwestern British Columbia, Canada, known as a key transportation hub at the eastern end of the Fraser Valley and the gateway to several major highways through the mountains.
  • 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: Hope
Triple: [Hope (EP), alsoKnownAs, Hope]
Generated description
Hope is an EP whose title track and overall theme center on optimism and emotional resilience.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hope
Target entity description: Hope is an EP whose title track and overall theme center on optimism and emotional resilience.
  • A. Hope
    Hope is a feminine given name often associated with optimism and positive expectation.
  • B. Hope
    "Hope" is a popular hip hop single by Twista featuring Faith Evans that reflects on struggle, resilience, and aspirations for a better future.
  • C. Hope
    "Hope" is a studio album by Scottish singer Susan Boyle that features inspirational songs and covers with themes of faith and optimism.
  • D. Hope
    "Hope" is an emotional, introspective song by XXXTentacion that addresses themes of grief, loss, and resilience, widely associated with his response to the Parkland school shooting.
  • E. Hope
    "Hope" is a symbolist painting by French artist Pierre Puvis de Chavannes that depicts an allegorical female figure embodying spiritual resilience and optimism amid desolation.
  • 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_69d85a087b7c81908baa94a53dac8d68 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0064b21ac81908b793bdbd741bcd8 completed April 15, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69febffdf65c8190bf629dfc32b97caa completed May 9, 2026, 5:02 a.m.
NEDg Description generation batch_69fec08c37dc8190a59289e4ee76beab completed May 9, 2026, 5:05 a.m.
NED2 Entity disambiguation (via description) batch_69fec10cd2d48190ba96885ca604a853 completed May 9, 2026, 5:07 a.m.
Created at: April 10, 2026, 3:08 a.m.