Triple

T6787944
Position Surface form Disambiguated ID Type / Status
Subject Change E155859 entity
Predicate hasMember P10 FINISHED
Object Jeff Bova
Jeff Bova is an American keyboardist, composer, and Grammy-winning record producer known for his work with artists across rock, pop, and electronic music.
 E651951 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: Jeff Bova | Statement: [Change, hasMember, Jeff Bova]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Jeff Bova
Context triple: [Change, hasMember, Jeff Bova]
  • A. Greg Maffei
    Greg Maffei is an American business executive best known as the longtime president and CEO of Liberty Media, overseeing its diverse portfolio of media, communications, and entertainment assets.
  • B. Rick Blangiardi
    Rick Blangiardi is an American politician and former television executive who serves as the mayor of Honolulu, Hawaii.
  • C. Brian Blosil
    Brian Blosil is an American record producer and the former husband of entertainer Marie Osmond.
  • D. Jeff Pezzati
    Jeff Pezzati is an American punk rock musician best known as the longtime vocalist for the influential Chicago band Naked Raygun and an early member of the noise rock group Big Black.
  • E. Paul Boffa
    Paul Boffa was a Maltese physician and politician who served as Prime Minister of Malta and played a key role in the country’s post-World War II political development.
  • 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: Jeff Bova
Triple: [Change, hasMember, Jeff Bova]
Generated description
Jeff Bova is an American keyboardist, composer, and Grammy-winning record producer known for his work with artists across rock, pop, and electronic music.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Jeff Bova
Target entity description: Jeff Bova is an American keyboardist, composer, and Grammy-winning record producer known for his work with artists across rock, pop, and electronic music.
  • A. Greg Maffei
    Greg Maffei is an American business executive best known as the longtime president and CEO of Liberty Media, overseeing its diverse portfolio of media, communications, and entertainment assets.
  • B. Rick Blangiardi
    Rick Blangiardi is an American politician and former television executive who serves as the mayor of Honolulu, Hawaii.
  • C. Brian Blosil
    Brian Blosil is an American record producer and the former husband of entertainer Marie Osmond.
  • D. Jeff Pezzati
    Jeff Pezzati is an American punk rock musician best known as the longtime vocalist for the influential Chicago band Naked Raygun and an early member of the noise rock group Big Black.
  • E. Paul Boffa
    Paul Boffa was a Maltese physician and politician who served as Prime Minister of Malta and played a key role in the country’s post-World War II political development.
  • 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_69c6881770fc8190972b2906390380f5 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d2907d0081908291aad66048b8b1 completed March 27, 2026, 6:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7d36cc4048190b4ce8beb4c4f7957 completed March 28, 2026, 1:11 p.m.
NEDg Description generation batch_69c7d44e67848190ac52eca99ef18f28 completed March 28, 2026, 1:14 p.m.
NED2 Entity disambiguation (via description) batch_69c7d4fc837c81909827352be19f64b4 completed March 28, 2026, 1:17 p.m.
Created at: March 27, 2026, 2:14 p.m.