Triple

T20467140
Position Surface form Disambiguated ID Type / Status
Subject Umbrella Corporation E502080 entity
Predicate foundedBy P104 FINISHED
Object James Marcus
James Marcus is a key fictional virologist and co-founder of the Umbrella Corporation in the Resident Evil video game franchise.
 E1432726 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: James Marcus | Statement: [Umbrella Corporation, foundedBy, James Marcus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James Marcus
Context triple: [Umbrella Corporation, foundedBy, James Marcus]
  • A. James
    James is the middle name of Leonard James Rogers, a mathematician known for his work on q-series and the Rogers–Ramanujan identities.
  • B. John
    John "Jack" Twyman was an American Hall of Fame professional basketball player best known for his scoring prowess with the Cincinnati Royals and his advocacy for teammate Maurice Stokes.
  • C. John
    John is the given first name of J. Michael Bishop, the American immunologist and Nobel Prize–winning scientist known for his work on oncogenes.
  • D. John
    John is the given name of John H. Hammond Jr., the influential American record producer and talent scout known for discovering and promoting numerous major jazz, blues, and rock musicians.
  • E. John
    John is the central protagonist of the action film "Money Train," around whom the movie’s heist-driven plot revolves.
  • 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: James Marcus
Triple: [Umbrella Corporation, foundedBy, James Marcus]
Generated description
James Marcus is a key fictional virologist and co-founder of the Umbrella Corporation in the Resident Evil video game franchise.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James Marcus
Target entity description: James Marcus is a key fictional virologist and co-founder of the Umbrella Corporation in the Resident Evil video game franchise.
  • A. James
    James is the middle name of Leonard James Rogers, a mathematician known for his work on q-series and the Rogers–Ramanujan identities.
  • B. John
    John "Jack" Twyman was an American Hall of Fame professional basketball player best known for his scoring prowess with the Cincinnati Royals and his advocacy for teammate Maurice Stokes.
  • C. John
    John is the given first name of J. Michael Bishop, the American immunologist and Nobel Prize–winning scientist known for his work on oncogenes.
  • D. John
    John is the given name of John H. Hammond Jr., the influential American record producer and talent scout known for discovering and promoting numerous major jazz, blues, and rock musicians.
  • E. John
    John is the central protagonist of the action film "Money Train," around whom the movie’s heist-driven plot revolves.
  • 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_69e0b4ae5f1081908768b0c9a3a0bf38 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6995d9d1c81909ee223a35a0850ba completed April 20, 2026, 9:23 p.m.
NED1 Entity disambiguation (via context triple) batch_6a088b1a82a88190a5f531c43cdd15cb completed May 16, 2026, 3:19 p.m.
NEDg Description generation batch_6a088c9b40788190b76ef5c582996d34 completed May 16, 2026, 3:26 p.m.
NED2 Entity disambiguation (via description) batch_6a088d186a38819085c8809560e94745 completed May 16, 2026, 3:28 p.m.
Created at: April 16, 2026, 11:33 a.m.