Triple

T16148235
Position Surface form Disambiguated ID Type / Status
Subject Breakthrough E391841 entity
Predicate executiveProducer P7225 FINISHED
Object Jonathan Koch
Jonathan Koch is a television producer and entertainment executive best known for his work on numerous unscripted and scripted series, as well as for surviving a life-threatening illness that led to a widely publicized hand transplant.
E1199707 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: Jonathan Koch | Statement: [Breakthrough, executiveProducer, Jonathan Koch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jonathan Koch
Context triple: [Breakthrough, executiveProducer, Jonathan Koch]
  • A. Michael Koch
    Michael Koch is a German local politician who serves as the mayor of the Baltic Sea resort municipality of Trassenheide.
  • B. Daniel Kurth
    Daniel Kurth is a German local politician who serves as the mayor of the municipality of Panketal in the state of Brandenburg.
  • C. Keith Jochim
    Keith Jochim is an American actor known for his work in film, television, and theater, including a role in the movie "The Witches of Eastwick."
  • D. Martin Kosleck
    Martin Kosleck was a German-American character actor best known for playing suave villains and Nazi antagonists in Hollywood films of the 1930s and 1940s.
  • E. Matthias Ochs
    Matthias Ochs is a person notable enough to be recognized as a bearer of the surname Ochs, though specific widely known biographical details about him are not clearly established.
  • 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: Jonathan Koch
Triple: [Breakthrough, executiveProducer, Jonathan Koch]
Generated description
Jonathan Koch is a television producer and entertainment executive best known for his work on numerous unscripted and scripted series, as well as for surviving a life-threatening illness that led to a widely publicized hand transplant.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jonathan Koch
Target entity description: Jonathan Koch is a television producer and entertainment executive best known for his work on numerous unscripted and scripted series, as well as for surviving a life-threatening illness that led to a widely publicized hand transplant.
  • A. Michael Koch
    Michael Koch is a German local politician who serves as the mayor of the Baltic Sea resort municipality of Trassenheide.
  • B. Daniel Kurth
    Daniel Kurth is a German local politician who serves as the mayor of the municipality of Panketal in the state of Brandenburg.
  • C. Keith Jochim
    Keith Jochim is an American actor known for his work in film, television, and theater, including a role in the movie "The Witches of Eastwick."
  • D. Martin Kosleck
    Martin Kosleck was a German-American character actor best known for playing suave villains and Nazi antagonists in Hollywood films of the 1930s and 1940s.
  • E. Matthias Ochs
    Matthias Ochs is a person notable enough to be recognized as a bearer of the surname Ochs, though specific widely known biographical details about him are not clearly established.
  • 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_69d87f1c65e48190aa2b4c472e9bafc4 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e21d9551e081908391061b092ff31b completed April 17, 2026, 11:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69fffef2f49081909841a1f9bfbd622b completed May 10, 2026, 3:43 a.m.
NEDg Description generation batch_6a0002d96070819099ed85f17516e486 completed May 10, 2026, 4 a.m.
NED2 Entity disambiguation (via description) batch_6a00033712dc819098b5853be197a75f completed May 10, 2026, 4:01 a.m.
Created at: April 10, 2026, 5:01 a.m.