Triple

T16000020
Position Surface form Disambiguated ID Type / Status
Subject Resident Evil Code: Veronica E388068 entity
Predicate antagonist P4675 FINISHED
Object Alfred Ashford
Alfred Ashford is a deranged aristocrat and high-ranking Umbrella executive who serves as one of the primary villains in the Resident Evil series, most prominently in Resident Evil Code: Veronica.
E1209685 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: Alfred Ashford | Statement: [Resident Evil Code: Veronica, antagonist, Alfred Ashford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Alfred Ashford
Context triple: [Resident Evil Code: Veronica, antagonist, Alfred Ashford]
  • A. Alfred Harvey
    Alfred Harvey was an American comic book publisher best known as the co-founder of Harvey Comics, the company behind characters like Casper the Friendly Ghost and Richie Rich.
  • B. Alfred Terry
    Alfred Terry was a U.S. Army general best known for his leadership on the Northern Plains during the Indian Wars, including a key role in the Great Sioux War of 1876.
  • C. Alfred Caldwell
    Alfred Caldwell was a prominent American landscape architect associated with the Prairie School movement, known for his naturalistic park and garden designs.
  • D. Alfred Boyd
    Alfred Boyd was a 19th-century Canadian politician who became the first premier of the province of Manitoba.
  • E. Alfred Baldwin
    Alfred Baldwin was a British industrialist and Conservative politician who served as a Member of Parliament and was the father of future Prime Minister Stanley Baldwin.
  • 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: Alfred Ashford
Triple: [Resident Evil Code: Veronica, antagonist, Alfred Ashford]
Generated description
Alfred Ashford is a deranged aristocrat and high-ranking Umbrella executive who serves as one of the primary villains in the Resident Evil series, most prominently in Resident Evil Code: Veronica.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Alfred Ashford
Target entity description: Alfred Ashford is a deranged aristocrat and high-ranking Umbrella executive who serves as one of the primary villains in the Resident Evil series, most prominently in Resident Evil Code: Veronica.
  • A. Alfred Harvey
    Alfred Harvey was an American comic book publisher best known as the co-founder of Harvey Comics, the company behind characters like Casper the Friendly Ghost and Richie Rich.
  • B. Alfred Terry
    Alfred Terry was a U.S. Army general best known for his leadership on the Northern Plains during the Indian Wars, including a key role in the Great Sioux War of 1876.
  • C. Alfred Caldwell
    Alfred Caldwell was a prominent American landscape architect associated with the Prairie School movement, known for his naturalistic park and garden designs.
  • D. Alfred Boyd
    Alfred Boyd was a 19th-century Canadian politician who became the first premier of the province of Manitoba.
  • E. Alfred Baldwin
    Alfred Baldwin was a British industrialist and Conservative politician who served as a Member of Parliament and was the father of future Prime Minister Stanley Baldwin.
  • 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_69d86daa562c81908aacc179c0fe8fb5 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1578a0adc819097c6a23514182173 completed April 16, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_6a003546d3e081908f1244b7f4fb1067 completed May 10, 2026, 7:35 a.m.
NEDg Description generation batch_6a0035cfc31c8190a8ab73bbc1aacaca completed May 10, 2026, 7:37 a.m.
NED2 Entity disambiguation (via description) batch_6a00369714a88190a5e4733b67fdacfb completed May 10, 2026, 7:41 a.m.
Created at: April 10, 2026, 4:55 a.m.