Triple

T14767657
Position Surface form Disambiguated ID Type / Status
Subject Billy Hope E347039 entity
Predicate hasFamilyName P18 FINISHED
Object Hope
Hope is a common English surname borne by various notable individuals across fields such as entertainment, sports, and politics.
 E985846 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: [Billy Hope, hasFamilyName, Hope]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hope
Context triple: [Billy Hope, hasFamilyName, 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 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.
  • D. 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.
  • E. Hope
    Hope is the official motto of the former Colony of Rhode Island and Providence Plantations, reflecting the colony’s historical emphasis on religious freedom and optimism.
  • 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: [Billy Hope, hasFamilyName, Hope]
Generated description
Hope is a common English surname borne by various notable individuals across fields such as entertainment, sports, and politics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hope
Target entity description: Hope is a common English surname borne by various notable individuals across fields such as entertainment, sports, and politics.
  • A. Hope chosen
    Hope is a common English surname borne by various notable individuals across fields such as entertainment, politics, and sports.
  • B. Hope
    Hope is a Scottish surname historically associated with prominent legal and political figures, including members of the judiciary and nobility.
  • C. Hope
    Hope is a feminine given name often associated with optimism and positive expectation.
  • D. Hope
    Hope is the iconic word featured on Shepard Fairey’s famous 2008 Barack Obama campaign poster, symbolizing optimism and change.
  • 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.

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_69d822e8896c819091169882f9b20486 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dec81236f081908063bb4350b7b985 completed April 14, 2026, 11:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe0cf68d94819093567bc630f67b60 completed May 8, 2026, 4:19 p.m.
NEDg Description generation batch_69fe1b0056988190b14560470428d895 completed May 8, 2026, 5:18 p.m.
NED2 Entity disambiguation (via description) batch_69fe1b97e8148190b23a555b9f2c7f1f completed May 8, 2026, 5:21 p.m.
Created at: April 10, 2026, 1:30 a.m.