Triple

T22005882
Position Surface form Disambiguated ID Type / Status
Subject Trivium E543449 entity
Predicate formerMember P1168 FINISHED
Object Paul Wandtke
Paul Wandtke is an American drummer best known for his work in heavy metal and rock bands, including a stint with the band Trivium.
 E1543750 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: Paul Wandtke | Statement: [Trivium, formerMember, Paul Wandtke]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Paul Wandtke
Context triple: [Trivium, formerMember, Paul Wandtke]
  • A. Robert Watzke
    Robert Watzke is an American editor and filmmaker best known for his work in film and television and for being married to actress Helen Slater.
  • B. Phil Wandscher
    Phil Wandscher is an American guitarist best known as a founding member and lead guitarist of the alt-country band Whiskeytown.
  • C. Paul Knabenshue
    Paul Knabenshue was an American diplomat best known for serving as the first U.S. Ambassador to Iraq in the early 20th century.
  • D. Thomas Wöbke
    Thomas Wöbke is a German screenwriter and film producer known for his work on various European genre and arthouse films.
  • E. Paul Weinert
    Paul Weinert was a United States Army soldier and Medal of Honor recipient recognized for his bravery during the Indian Wars.
  • 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: Paul Wandtke
Triple: [Trivium, formerMember, Paul Wandtke]
Generated description
Paul Wandtke is an American drummer best known for his work in heavy metal and rock bands, including a stint with the band Trivium.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Paul Wandtke
Target entity description: Paul Wandtke is an American drummer best known for his work in heavy metal and rock bands, including a stint with the band Trivium.
  • A. Robert Watzke
    Robert Watzke is an American editor and filmmaker best known for his work in film and television and for being married to actress Helen Slater.
  • B. Phil Wandscher
    Phil Wandscher is an American guitarist best known as a founding member and lead guitarist of the alt-country band Whiskeytown.
  • C. Paul Knabenshue
    Paul Knabenshue was an American diplomat best known for serving as the first U.S. Ambassador to Iraq in the early 20th century.
  • D. Thomas Wöbke
    Thomas Wöbke is a German screenwriter and film producer known for his work on various European genre and arthouse films.
  • E. Paul Weinert
    Paul Weinert was a United States Army soldier and Medal of Honor recipient recognized for his bravery during the Indian Wars.
  • 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_69e11e2db934819095556760c7d85e4d completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f127a0afa881908318a4ebe211ca28 completed April 28, 2026, 9:33 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0b2d4c441481909e4a179d1db0a30e completed May 18, 2026, 3:16 p.m.
NEDg Description generation batch_6a0b3645f5a881908b322d16c7704e27 completed May 18, 2026, 3:54 p.m.
NED2 Entity disambiguation (via description) batch_6a0b3769c36081909ff732275513bb2b completed May 18, 2026, 3:59 p.m.
Created at: April 16, 2026, 8:21 p.m.