Triple

T11540697
Position Surface form Disambiguated ID Type / Status
Subject Call of Duty 4: Modern Warfare E273665 entity
Predicate writer P1360 FINISHED
Object Jesse Stern
Jesse Stern is a television and video game writer best known for his work on the hit first-person shooter Call of Duty 4: Modern Warfare.
E935483 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: Jesse Stern | Statement: [Call of Duty 4: Modern Warfare, writer, Jesse Stern]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jesse Stern
Context triple: [Call of Duty 4: Modern Warfare, writer, Jesse Stern]
  • A. Jared Stern
    Jared Stern is an American screenwriter, producer, and director known for his work on animated films such as DC League of Super-Pets and contributions to various family-oriented comedies.
  • B. Joshua Michael Stern
    Joshua Michael Stern is an American film director and screenwriter known for helming biographical and dramatic feature films.
  • C. Jesse Shatkin
    Jesse Shatkin is a Grammy-nominated American record producer and songwriter known for his work with artists like Sia, Kelly Clarkson, and One Direction.
  • D. Jesse Landau
    Jesse Landau is known primarily as the child of acclaimed American film producer Jon Landau, associated with blockbuster films like Titanic and Avatar.
  • E. Jesse Lafser
    Jesse Lafser is an American singer-songwriter known for her folk- and Americana-influenced music and introspective songwriting.
  • 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: Jesse Stern
Triple: [Call of Duty 4: Modern Warfare, writer, Jesse Stern]
Generated description
Jesse Stern is a television and video game writer best known for his work on the hit first-person shooter Call of Duty 4: Modern Warfare.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jesse Stern
Target entity description: Jesse Stern is a television and video game writer best known for his work on the hit first-person shooter Call of Duty 4: Modern Warfare.
  • A. Jared Stern
    Jared Stern is an American screenwriter, producer, and director known for his work on animated films such as DC League of Super-Pets and contributions to various family-oriented comedies.
  • B. Joshua Michael Stern
    Joshua Michael Stern is an American film director and screenwriter known for helming biographical and dramatic feature films.
  • C. Jesse Shatkin
    Jesse Shatkin is a Grammy-nominated American record producer and songwriter known for his work with artists like Sia, Kelly Clarkson, and One Direction.
  • D. Jesse Landau
    Jesse Landau is known primarily as the child of acclaimed American film producer Jon Landau, associated with blockbuster films like Titanic and Avatar.
  • E. Jesse Lafser
    Jesse Lafser is an American singer-songwriter known for her folk- and Americana-influenced music and introspective songwriting.
  • 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_69d6aae4dfa48190a3ab0b19a159a3c5 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d886deed5c81908e5c38156064f882 completed April 10, 2026, 5:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69e7137a09608190801af2125e2e8095 completed April 21, 2026, 6:04 a.m.
NEDg Description generation batch_69e75db0ed7081909b0a5349c5aa1db4 completed April 21, 2026, 11:21 a.m.
NED2 Entity disambiguation (via description) batch_69e7ab2c33888190a10b50195edf04f7 completed April 21, 2026, 4:51 p.m.
Created at: April 8, 2026, 9:37 p.m.