Triple

T20430016
Position Surface form Disambiguated ID Type / Status
Subject AFI E501105 entity
Predicate formerMember P1168 FINISHED
Object Geoff Kresge
Geoff Kresge is an American musician and songwriter best known as a bassist and guitarist in punk and psychobilly bands, including early work with AFI and later with Tiger Army.
E1431490 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: Geoff Kresge | Statement: [AFI, formerMember, Geoff Kresge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Geoff Kresge
Context triple: [AFI, formerMember, Geoff Kresge]
  • A. Phil Kellogg
    Phil Kellogg is a music producer known for his work with the band American Heart.
  • B. Mark Wayne Salling
    Mark Wayne Salling was an American actor and musician best known for playing Noah "Puck" Puckerman on the television series Glee.
  • C. Steve Driscoll
    Steve Driscoll is a former Canadian ice hockey player best known for his junior career with the Cornwall Royals of the Ontario Hockey League.
  • D. Charlie Korsmo
    Charlie Korsmo is an American former child actor and current law professor best known for his roles in early 1990s films such as "Dick Tracy," "Hook," and "What About Bob?".
  • E. Vince Kehres
    Vince Kehres is an American football coach best known for leading the University of Mount Union’s powerhouse Division III program to multiple national championships.
  • 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: Geoff Kresge
Triple: [AFI, formerMember, Geoff Kresge]
Generated description
Geoff Kresge is an American musician and songwriter best known as a bassist and guitarist in punk and psychobilly bands, including early work with AFI and later with Tiger Army.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Geoff Kresge
Target entity description: Geoff Kresge is an American musician and songwriter best known as a bassist and guitarist in punk and psychobilly bands, including early work with AFI and later with Tiger Army.
  • A. Phil Kellogg
    Phil Kellogg is a music producer known for his work with the band American Heart.
  • B. Mark Wayne Salling
    Mark Wayne Salling was an American actor and musician best known for playing Noah "Puck" Puckerman on the television series Glee.
  • C. Steve Driscoll
    Steve Driscoll is a former Canadian ice hockey player best known for his junior career with the Cornwall Royals of the Ontario Hockey League.
  • D. Charlie Korsmo
    Charlie Korsmo is an American former child actor and current law professor best known for his roles in early 1990s films such as "Dick Tracy," "Hook," and "What About Bob?".
  • E. Vince Kehres
    Vince Kehres is an American football coach best known for leading the University of Mount Union’s powerhouse Division III program to multiple national championships.
  • 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_69e67bac39288190b294b291301ac843 completed April 20, 2026, 7:17 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0883f2977c8190b8c98b5beec749c1 completed May 16, 2026, 2:49 p.m.
NEDg Description generation batch_6a0885caeb648190b07dd6dab576a9f8 completed May 16, 2026, 2:57 p.m.
NED2 Entity disambiguation (via description) batch_6a08863ed9748190bd15713b2cfa61c0 completed May 16, 2026, 2:59 p.m.
Created at: April 16, 2026, 11:31 a.m.