Triple

T8243272
Position Surface form Disambiguated ID Type / Status
Subject Hearts in Atlantis E192786 entity
Predicate coverArtist P184 FINISHED
Object Mark Stutzman
Mark Stutzman is an American illustrator and graphic artist known for his detailed, realistic style on book covers, posters, and commercial artwork.
 E748198 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: Mark Stutzman | Statement: [Hearts in Atlantis, coverArtist, Mark Stutzman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mark Stutzman
Context triple: [Hearts in Atlantis, coverArtist, Mark Stutzman]
  • A. Stephen Stucker
    Stephen Stucker was an American comic actor best known for his flamboyant, scene-stealing role as air traffic controller Johnny in the parody film "Airplane!".
  • B. Mark Stoermer
    Mark Stoermer is an American musician best known as the longtime bassist for the rock band The Killers.
  • C. David Staebler
    David Staebler is the introspective, melancholic radio monologist portrayed by Jack Nicholson in the 1972 drama film "The King of Marvin Gardens."
  • D. Craig Storper
    Craig Storper is a screenwriter best known for writing the Western film "Open Range," directed by and starring Kevin Costner.
  • E. Cliff Schmautz
    Cliff Schmautz was a Canadian professional ice hockey right winger best known for his prolific scoring in the Western Hockey League and later play in the NHL during the 1960s and 1970s.
  • 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: Mark Stutzman
Triple: [Hearts in Atlantis, coverArtist, Mark Stutzman]
Generated description
Mark Stutzman is an American illustrator and graphic artist known for his detailed, realistic style on book covers, posters, and commercial artwork.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mark Stutzman
Target entity description: Mark Stutzman is an American illustrator and graphic artist known for his detailed, realistic style on book covers, posters, and commercial artwork.
  • A. Stephen Stucker
    Stephen Stucker was an American comic actor best known for his flamboyant, scene-stealing role as air traffic controller Johnny in the parody film "Airplane!".
  • B. Mark Stoermer
    Mark Stoermer is an American musician best known as the longtime bassist for the rock band The Killers.
  • C. David Staebler
    David Staebler is the introspective, melancholic radio monologist portrayed by Jack Nicholson in the 1972 drama film "The King of Marvin Gardens."
  • D. Craig Storper
    Craig Storper is a screenwriter best known for writing the Western film "Open Range," directed by and starring Kevin Costner.
  • E. Cliff Schmautz
    Cliff Schmautz was a Canadian professional ice hockey right winger best known for his prolific scoring in the Western Hockey League and later play in the NHL during the 1960s and 1970s.
  • 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_69ca82de7b8c81908d8106f8a53cff9b completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb786f65708190a92ec282b280c813 completed March 31, 2026, 7:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69cecc2137c88190ad5949df5a7487f2 completed April 2, 2026, 8:05 p.m.
NEDg Description generation batch_69cece14193081909e7b36f5b5b7da40 completed April 2, 2026, 8:14 p.m.
NED2 Entity disambiguation (via description) batch_69cecee1db28819095f704b96b8c6d2a completed April 2, 2026, 8:17 p.m.
Created at: March 30, 2026, 5:47 p.m.