Triple

T9565177
Position Surface form Disambiguated ID Type / Status
Subject Futurama E230772 entity
Predicate developer P73 FINISHED
Object David X. Cohen
David X. Cohen is an American television writer and producer best known as the co-creator and head writer of the animated science-fiction series Futurama.
 E807859 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: David X. Cohen | Statement: [Futurama, developer, David X. Cohen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David X. Cohen
Context triple: [Futurama, developer, David X. Cohen]
  • A. Jon Abrahams
    Jon Abrahams is an American actor best known for his comedic and horror film roles in the early 2000s, including prominent parts in popular parody and teen movies.
  • B. David Kaufman
    David Kaufman is an American actor best known for voicing Marty McFly in the animated Back to the Future series and for numerous other voice and live-action roles in film and television.
  • C. Dan Harmon
    Dan Harmon is an American writer, producer, and showrunner best known for creating the sitcom "Community" and co-creating the animated series "Rick and Morty."
  • D. Spencer Kaling
    Spencer Kaling is the daughter of American actress, writer, and producer Mindy Kaling.
  • E. Steve Kipner
    Steve Kipner is an Australian-American songwriter and producer best known for co-writing major pop hits such as Christina Aguilera’s “Genie in a Bottle.”
  • 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: David X. Cohen
Triple: [Futurama, developer, David X. Cohen]
Generated description
David X. Cohen is an American television writer and producer best known as the co-creator and head writer of the animated science-fiction series Futurama.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David X. Cohen
Target entity description: David X. Cohen is an American television writer and producer best known as the co-creator and head writer of the animated science-fiction series Futurama.
  • A. Jon Abrahams
    Jon Abrahams is an American actor best known for his comedic and horror film roles in the early 2000s, including prominent parts in popular parody and teen movies.
  • B. David Kaufman
    David Kaufman is an American actor best known for voicing Marty McFly in the animated Back to the Future series and for numerous other voice and live-action roles in film and television.
  • C. Dan Harmon
    Dan Harmon is an American writer, producer, and showrunner best known for creating the sitcom "Community" and co-creating the animated series "Rick and Morty."
  • D. Spencer Kaling
    Spencer Kaling is the daughter of American actress, writer, and producer Mindy Kaling.
  • E. Steve Kipner
    Steve Kipner is an Australian-American songwriter and producer best known for co-writing major pop hits such as Christina Aguilera’s “Genie in a Bottle.”
  • 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_69ca847e53a88190a60eed7e02257f10 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd996a01b081908e2782f41520f73d completed April 1, 2026, 10:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69d152abb0788190ab2e204d9a082ccf completed April 4, 2026, 6:04 p.m.
NEDg Description generation batch_69d15565623c81908112183b65464553 completed April 4, 2026, 6:16 p.m.
NED2 Entity disambiguation (via description) batch_69d1560bbe3481908c98d74d21b33e63 completed April 4, 2026, 6:18 p.m.
Created at: March 30, 2026, 8:04 p.m.