Triple

T13673324
Position Surface form Disambiguated ID Type / Status
Subject Places E327806 entity
Predicate producer P490 FINISHED
Object James Michael
James Michael is an American record producer, songwriter, and musician best known as the lead singer of the rock band Sixx:A.M. and for his work with numerous hard rock and metal artists.
E1052724 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: James Michael | Statement: [Places, producer, James Michael]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Michael
Context triple: [Places, producer, James Michael]
  • A. Michael Patrick Jann
    Michael Patrick Jann is an American film and television director and comedian best known for his work on the cult mockumentary film "Drop Dead Gorgeous" and the sketch comedy series "The State."
  • B. Christopher Michael Jeffries
    Christopher Michael Jeffries is an American businessman best known for his marriage to Princess Yasmin Aga Khan, daughter of actress Rita Hayworth and Prince Aly Khan.
  • C. Michael Stephen
    Michael Stephen is a physicist best known for co-developing the influential Bardeen–Stephen model that describes flux flow in type-II superconductors.
  • D. Michael Reaves
    Michael Reaves was an American television and animation writer best known for his work on genre series and films, including influential contributions to Batman and other science fiction and fantasy franchises.
  • E. David Michael Frank
    David Michael Frank is an American composer best known for his work on film and television scores.
  • 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: James Michael
Triple: [Places, producer, James Michael]
Generated description
James Michael is an American record producer, songwriter, and musician best known as the lead singer of the rock band Sixx:A.M. and for his work with numerous hard rock and metal artists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Michael
Target entity description: James Michael is an American record producer, songwriter, and musician best known as the lead singer of the rock band Sixx:A.M. and for his work with numerous hard rock and metal artists.
  • A. Michael Patrick Jann
    Michael Patrick Jann is an American film and television director and comedian best known for his work on the cult mockumentary film "Drop Dead Gorgeous" and the sketch comedy series "The State."
  • B. Christopher Michael Jeffries
    Christopher Michael Jeffries is an American businessman best known for his marriage to Princess Yasmin Aga Khan, daughter of actress Rita Hayworth and Prince Aly Khan.
  • C. Michael Stephen
    Michael Stephen is a physicist best known for co-developing the influential Bardeen–Stephen model that describes flux flow in type-II superconductors.
  • D. Michael Reaves
    Michael Reaves was an American television and animation writer best known for his work on genre series and films, including influential contributions to Batman and other science fiction and fantasy franchises.
  • E. David Michael Frank
    David Michael Frank is an American composer best known for his work on film and television scores.
  • 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_69d8076f1fa8819094664a59b55010df completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc65aab348190a6611f5765f8392d completed April 12, 2026, 4:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f78b145fa081908521c103201f3afe completed May 3, 2026, 5:51 p.m.
NEDg Description generation batch_69f78bd727048190a57a75294a9ab53d completed May 3, 2026, 5:54 p.m.
NED2 Entity disambiguation (via description) batch_69f78c94da6c8190b9bc1d04cee19c3c completed May 3, 2026, 5:57 p.m.
Created at: April 9, 2026, 9:53 p.m.