Triple

T20042828
Position Surface form Disambiguated ID Type / Status
Subject Descendents E497470 entity
Predicate notableSong P4 FINISHED
Object Hope
"Hope" is a song by the American punk rock band Descendents, known for its melodic hooks and emotionally earnest lyrics that helped define their influential sound.
E1408319 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: [Descendents, notableSong, Hope]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hope
Context triple: [Descendents, notableSong, 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: [Descendents, notableSong, Hope]
Generated description
"Hope" is a song by the American punk rock band Descendents, known for its melodic hooks and emotionally earnest lyrics that helped define their influential sound.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hope
Target entity description: "Hope" is a song by the American punk rock band Descendents, known for its melodic hooks and emotionally earnest lyrics that helped define their influential sound.
  • A. Hope
    "Hope" is a reflective, acoustic-driven song by Jack Johnson that appears on his 2008 album *Sleep Through the Static*.
  • 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 an emotional, introspective song by XXXTentacion that addresses themes of grief, loss, and resilience, widely associated with his response to the Parkland school shooting.
  • D. Hope
    Hope is an EP whose title track and overall theme center on optimism and emotional resilience.
  • E. Hope
    "Hope" is a jazz fusion track by the Mahavishnu Orchestra from their influential 1973 album *Birds of Fire*.
  • 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_69da627278c88190babe4297a9df1236 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e662ec9ae0819097032ff50d6215c2 completed April 20, 2026, 5:31 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0815feaf408190adccfa72b51a5cef completed May 16, 2026, 7 a.m.
NEDg Description generation batch_6a0816ee85188190906ba3577cbe8e3e completed May 16, 2026, 7:04 a.m.
NED2 Entity disambiguation (via description) batch_6a081753efc88190b3fa2ea810f93220 completed May 16, 2026, 7:05 a.m.
Created at: April 11, 2026, 3:37 p.m.