Triple

T15121671
Position Surface form Disambiguated ID Type / Status
Subject Never Say Never E361185 entity
Predicate writer P1360 FINISHED
Object Adam Messinger
Adam Messinger is a Canadian songwriter and producer best known as one half of the production duo The Messengers, who have worked with major pop and R&B artists.
 E1137741 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: Adam Messinger | Statement: [Never Say Never, writer, Adam Messinger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Adam Messinger
Context triple: [Never Say Never, writer, Adam Messinger]
  • A. Nathaniel Messinger
    Nathaniel Messinger is a character in the film "City of Angels," an angel who interacts with Maggie Rice as she grapples with life, death, and love.
  • B. Danny Messer
    Danny Messer is a fictional New York City crime scene investigator and former street kid known for his passionate, sometimes hot-headed personality on the television series CSI: NY.
  • C. Johnny Gandelsman
    Johnny Gandelsman is a Grammy-winning violinist and producer known for his work with ensembles like Brooklyn Rider and the Silk Road Ensemble, as well as for his innovative solo projects.
  • D. Matthew Weisman
    Matthew Weisman is a screenwriter best known for co-writing the 1985 action film "Commando" starring Arnold Schwarzenegger.
  • E. Brandon Margolis
    Brandon Margolis is a television writer and producer best known for co-creating the crime drama series L.A.'s Finest.
  • 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: Adam Messinger
Triple: [Never Say Never, writer, Adam Messinger]
Generated description
Adam Messinger is a Canadian songwriter and producer best known as one half of the production duo The Messengers, who have worked with major pop and R&B artists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Adam Messinger
Target entity description: Adam Messinger is a Canadian songwriter and producer best known as one half of the production duo The Messengers, who have worked with major pop and R&B artists.
  • A. Nathaniel Messinger
    Nathaniel Messinger is a character in the film "City of Angels," an angel who interacts with Maggie Rice as she grapples with life, death, and love.
  • B. Danny Messer
    Danny Messer is a fictional New York City crime scene investigator and former street kid known for his passionate, sometimes hot-headed personality on the television series CSI: NY.
  • C. Johnny Gandelsman
    Johnny Gandelsman is a Grammy-winning violinist and producer known for his work with ensembles like Brooklyn Rider and the Silk Road Ensemble, as well as for his innovative solo projects.
  • D. Matthew Weisman
    Matthew Weisman is a screenwriter best known for co-writing the 1985 action film "Commando" starring Arnold Schwarzenegger.
  • E. Brandon Margolis
    Brandon Margolis is a television writer and producer best known for co-creating the crime drama series L.A.'s Finest.
  • 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_69d85a06450081909c5a14ea9851a15e completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0059f69a881909929a037a0eef702 completed April 15, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69feb7f4abd08190b47c9daff2921919 completed May 9, 2026, 4:28 a.m.
NEDg Description generation batch_69feb8bb774481908272929358817440 completed May 9, 2026, 4:31 a.m.
NED2 Entity disambiguation (via description) batch_69feb9384b4c81909fe80dec3abc1659 completed May 9, 2026, 4:34 a.m.
Created at: April 10, 2026, 3:06 a.m.