Triple

T16133221
Position Surface form Disambiguated ID Type / Status
Subject Hope Williams Brady E391455 entity
Predicate givenName P17 FINISHED
Object Hope
Hope is a feminine given name commonly associated with the virtue of optimism and positive expectation.
E121468 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 Williams Brady, givenName, Hope]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hope
Context triple: [Hope Williams Brady, givenName, 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: [Hope Williams Brady, givenName, Hope]
Generated description
Hope is a feminine given name commonly associated with the virtue of optimism and positive expectation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hope
Target entity description: Hope is a feminine given name commonly associated with the virtue of optimism and positive expectation.
  • A. Hope chosen
    Hope is a feminine given name often associated with optimism and positive expectation.
  • B. Hope
    Hope is a common English surname borne by various notable individuals across fields such as entertainment, politics, and sports.
  • C. Hope
    Hope is an EP whose title track and overall theme center on optimism and emotional resilience.
  • 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 Scottish surname historically associated with prominent legal and political figures, including members of the judiciary and nobility.
  • 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_69d87f1bb0988190b490d273dbf3fd03 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e21a02e0048190b4e2c6ff434c2d7a completed April 17, 2026, 11:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff2b1b7248190a1bba4a87db8318b completed May 10, 2026, 2:51 a.m.
NEDg Description generation batch_69fff3478bfc8190bbcc0afbf6dbb089 completed May 10, 2026, 2:53 a.m.
NED2 Entity disambiguation (via description) batch_69fff3d29f50819093a9355d016f48dd completed May 10, 2026, 2:56 a.m.
Created at: April 10, 2026, 5:01 a.m.