Triple

T20423577
Position Surface form Disambiguated ID Type / Status
Subject The Allegory of Hope E500930 entity
Predicate depicts P1581 FINISHED
Object Hope
Hope is the emotional state of optimistic expectation and desire for a positive outcome, often seen as a sustaining force in the face of hardship.
E1429146 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: [The Allegory of Hope, depicts, Hope]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hope
Context triple: [The Allegory of Hope, depicts, Hope]
  • A. Hope
    Hope is the famous blue whale skeleton suspended in the main hall of London’s Natural History Museum, serving as an iconic centerpiece and symbol of conservation.
  • B. 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.
  • C. Hope
    "Hope" is a popular hip hop single by Twista featuring Faith Evans that reflects on struggle, resilience, and aspirations for a better future.
  • D. 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.
  • E. Hope
    Hope is an EP whose title track and overall theme center on optimism and emotional resilience.
  • 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: [The Allegory of Hope, depicts, Hope]
Generated description
Hope is the emotional state of optimistic expectation and desire for a positive outcome, often seen as a sustaining force in the face of hardship.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hope
Target entity description: Hope is the emotional state of optimistic expectation and desire for a positive outcome, often seen as a sustaining force in the face of hardship.
  • A. Hope
    Hope is a feminine given name often associated with optimism and positive expectation.
  • B. Hope
    Hope is an EP whose title track and overall theme center on optimism and emotional resilience.
  • C. Hope
    Hope is the iconic word featured on Shepard Fairey’s famous 2008 Barack Obama campaign poster, symbolizing optimism and change.
  • D. Hope
    Hope is a common English surname borne by various notable individuals across fields such as entertainment, politics, and sports.
  • E. Hope
    "Hope" is a popular hip hop single by Twista featuring Faith Evans that reflects on struggle, resilience, and aspirations for 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_69e0b4aa68fc8190b1a14c55575ef04a completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e67ba6c9b48190b1e96d0ef07002ed completed April 20, 2026, 7:16 p.m.
NED1 Entity disambiguation (via context triple) batch_6a087b2e7084819090d89779d8ebea38 completed May 16, 2026, 2:11 p.m.
NEDg Description generation batch_6a088017be588190ab94b8180e44ebf4 completed May 16, 2026, 2:32 p.m.
NED2 Entity disambiguation (via description) batch_6a0880c45e1081908f439ade0c31a47e completed May 16, 2026, 2:35 p.m.
Created at: April 16, 2026, 11:30 a.m.