Triple

T16669985
Position Surface form Disambiguated ID Type / Status
Subject Chinese Democracy E405083 entity
Predicate producer P490 FINISHED
Object Paul Tobias
Paul Tobias is an American musician and songwriter best known for his work with Guns N' Roses, particularly during the long development of their album "Chinese Democracy."
 E1227823 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 Tobias | Statement: [Chinese Democracy, producer, Paul Tobias]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Paul Tobias
Context triple: [Chinese Democracy, producer, Paul Tobias]
  • A. Tobias Peggs
    Tobias Peggs is an entrepreneur and technology executive best known as the co-founder and CEO of Square Roots, an urban indoor farming company focused on sustainable, locally grown food.
  • B. Paul Brett
    Paul Brett is a British film producer best known for his work on the cult 1999 club-culture film "Human Traffic."
  • C. Paul Tollett
    Paul Tollett is an American concert promoter best known as the co-founder and driving force behind the Coachella Valley Music and Arts Festival.
  • D. Paul Devorski
    Paul Devorski is a retired Canadian National Hockey League referee known for officiating numerous high-profile games over his long career.
  • E. Dan Talbot
    Dan Talbot was an influential American film distributor and exhibitor known for championing foreign and independent cinema in the United States.
  • 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 Tobias
Triple: [Chinese Democracy, producer, Paul Tobias]
Generated description
Paul Tobias is an American musician and songwriter best known for his work with Guns N' Roses, particularly during the long development of their album "Chinese Democracy."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Paul Tobias
Target entity description: Paul Tobias is an American musician and songwriter best known for his work with Guns N' Roses, particularly during the long development of their album "Chinese Democracy."
  • A. Tobias Peggs
    Tobias Peggs is an entrepreneur and technology executive best known as the co-founder and CEO of Square Roots, an urban indoor farming company focused on sustainable, locally grown food.
  • B. Paul Brett
    Paul Brett is a British film producer best known for his work on the cult 1999 club-culture film "Human Traffic."
  • C. Paul Tollett
    Paul Tollett is an American concert promoter best known as the co-founder and driving force behind the Coachella Valley Music and Arts Festival.
  • D. Paul Devorski
    Paul Devorski is a retired Canadian National Hockey League referee known for officiating numerous high-profile games over his long career.
  • E. Dan Talbot
    Dan Talbot was an influential American film distributor and exhibitor known for championing foreign and independent cinema in the United States.
  • 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_69d8838b5fbc81908c6575c132b82e80 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e37ca079ec819090b356c86a9241cc completed April 18, 2026, 12:44 p.m.
NED1 Entity disambiguation (via context triple) batch_6a008a34852c81908c00ff8e36923cee completed May 10, 2026, 1:37 p.m.
NEDg Description generation batch_6a008abfcb4481908efb8a1cb3c0086e completed May 10, 2026, 1:40 p.m.
NED2 Entity disambiguation (via description) batch_6a008b55b28c8190bb2d63c7fe0db2cc completed May 10, 2026, 1:42 p.m.
Created at: April 10, 2026, 5:18 a.m.