Triple

T8421588
Position Surface form Disambiguated ID Type / Status
Subject Mars Attacks! E198867 entity
Predicate screenwriter P2831 FINISHED
Object Jonathan Gems
Jonathan Gems is a British screenwriter best known for writing the screenplay for Tim Burton’s sci-fi comedy film "Mars Attacks!".
 E733071 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 Gems | Statement: [Mars Attacks!, screenwriter, Jonathan Gems]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Jonathan Gems
Context triple: [Mars Attacks!, screenwriter, Jonathan Gems]
  • A. Rob Goldie
    Rob Goldie is a cinematographer known for his work on the 2014 film "Son of God."
  • B. Peter Garnsey
    Peter Garnsey is a prominent historian of the ancient world, particularly known for his influential scholarship on the social, economic, and legal history of the Roman Empire.
  • C. Hugh Welch Diamond
    Hugh Welch Diamond was a pioneering 19th-century English psychiatrist and early photographer known for his influential work in psychiatric photography and contributions to the development of photographic societies.
  • D. Johnny Brazier
    Johnny Brazier was an American stock car racer best known as a member of the famed Alabama Gang, a group of influential drivers in Southern short-track and NASCAR racing.
  • E. Jonathan Good
    Jonathan Good is an American professional wrestler best known for his time in WWE as Dean Ambrose and in AEW as Jon Moxley.
  • 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 Gems
Triple: [Mars Attacks!, screenwriter, Jonathan Gems]
Generated description
Jonathan Gems is a British screenwriter best known for writing the screenplay for Tim Burton’s sci-fi comedy film "Mars Attacks!".
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Jonathan Gems
Target entity description: Jonathan Gems is a British screenwriter best known for writing the screenplay for Tim Burton’s sci-fi comedy film "Mars Attacks!".
  • A. Rob Goldie
    Rob Goldie is a cinematographer known for his work on the 2014 film "Son of God."
  • B. Peter Garnsey
    Peter Garnsey is a prominent historian of the ancient world, particularly known for his influential scholarship on the social, economic, and legal history of the Roman Empire.
  • C. Hugh Welch Diamond
    Hugh Welch Diamond was a pioneering 19th-century English psychiatrist and early photographer known for his influential work in psychiatric photography and contributions to the development of photographic societies.
  • D. Johnny Brazier
    Johnny Brazier was an American stock car racer best known as a member of the famed Alabama Gang, a group of influential drivers in Southern short-track and NASCAR racing.
  • E. Jonathan Good
    Jonathan Good is an American professional wrestler best known for his time in WWE as Dean Ambrose and in AEW as Jon Moxley.
  • 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_69ca8312d63c8190bf133b676b44a385 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cb84ca7b348190abab25e79b05407f completed March 31, 2026, 8:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69ce035279f48190861b97167fa3882c completed April 2, 2026, 5:49 a.m.
NEDg Description generation batch_69ce07837648819080cd4026af55b246 completed April 2, 2026, 6:06 a.m.
NED2 Entity disambiguation (via description) batch_69ce083cee848190b27a7dd19a16a0dc completed April 2, 2026, 6:10 a.m.
Created at: March 30, 2026, 6:06 p.m.