Triple

T4357052
Position Surface form Disambiguated ID Type / Status
Subject First Kiss E98174 entity
Predicate producer P490 FINISHED
Object Justin Niebank
Justin Niebank is a Grammy-winning American record producer and mixing engineer known for his work with prominent country and rock artists.
E432767 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: Justin Niebank | Statement: [First Kiss, producer, Justin Niebank]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Justin Niebank
Context triple: [First Kiss, producer, Justin Niebank]
  • A. Justin Spitz
    Justin Spitz is known as one of the children of legendary American Olympic swimmer Mark Spitz.
  • B. Nicholas Wittman
    Nicholas Wittman is an actor best known for his role in the television series "Mars."
  • C. Jonathan Pytko
    Jonathan Pytko is a cinematographer best known for his work on the Pixar animated film "Turning Red."
  • D. Jonathan Krisel
    Jonathan Krisel is an American writer, director, and producer best known for his work in offbeat television comedy, including co-creating and directing the sketch series Portlandia.
  • E. Jason Fuchs
    Jason Fuchs is an American screenwriter and actor best known for writing major studio films such as Wonder Woman (2017) and Pan (2015).
  • 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: Justin Niebank
Triple: [First Kiss, producer, Justin Niebank]
Generated description
Justin Niebank is a Grammy-winning American record producer and mixing engineer known for his work with prominent country and rock artists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Justin Niebank
Target entity description: Justin Niebank is a Grammy-winning American record producer and mixing engineer known for his work with prominent country and rock artists.
  • A. Justin Spitz
    Justin Spitz is known as one of the children of legendary American Olympic swimmer Mark Spitz.
  • B. Nicholas Wittman
    Nicholas Wittman is an actor best known for his role in the television series "Mars."
  • C. Jonathan Pytko
    Jonathan Pytko is a cinematographer best known for his work on the Pixar animated film "Turning Red."
  • D. Jonathan Krisel
    Jonathan Krisel is an American writer, director, and producer best known for his work in offbeat television comedy, including co-creating and directing the sketch series Portlandia.
  • E. Jason Fuchs
    Jason Fuchs is an American screenwriter and actor best known for writing major studio films such as Wonder Woman (2017) and Pan (2015).
  • 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_69b3454965f881908c41190bb22f0e4b completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b351c68a588190ba14a298afacb1dc completed March 12, 2026, 11:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5dbb9b9988190adf8a84de3582ab6 completed March 14, 2026, 10:05 p.m.
NEDg Description generation batch_69b5dc578b08819095cbf6ba8470d3e0 completed March 14, 2026, 10:08 p.m.
NED2 Entity disambiguation (via description) batch_69b5dd1b03508190a47bb6fb93f22ad8 completed March 14, 2026, 10:11 p.m.
Created at: March 12, 2026, 11:16 p.m.