Triple

T20466916
Position Surface form Disambiguated ID Type / Status
Subject Dr. Charles Ashford E502075 entity
Predicate fullName P16 FINISHED
Object Charles Ashford
Charles Ashford is a fictional virologist character from the Resident Evil film series, portrayed as a key Umbrella Corporation scientist involved with the T-virus.
E1478210 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: Charles Ashford | Statement: [Dr. Charles Ashford, fullName, Charles Ashford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Charles Ashford
Context triple: [Dr. Charles Ashford, fullName, Charles Ashford]
  • A. Charles Hinshaw
    Charles Hinshaw is a writer best known for his work on the film "Needed Me."
  • B. William Demarest
    William Demarest was an American character actor best known for his roles in numerous Hollywood films and the television series "My Three Sons."
  • C. Ward McAllister
    Ward McAllister was a prominent 19th-century New York social arbiter best known for codifying the rules of high society and helping define the elite circle known as "The Four Hundred."
  • D. George Shively
    George Shively was an early 20th-century Negro league outfielder known for his speed, strong defense, and key role on several prominent Black baseball teams.
  • E. William MacDermott
    William MacDermott is an individual whose name is a variant spelling of William McDermott, likely referring to the same person in historical or biographical records.
  • 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: Charles Ashford
Triple: [Dr. Charles Ashford, fullName, Charles Ashford]
Generated description
Charles Ashford is a fictional virologist character from the Resident Evil film series, portrayed as a key Umbrella Corporation scientist involved with the T-virus.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Charles Ashford
Target entity description: Charles Ashford is a fictional virologist character from the Resident Evil film series, portrayed as a key Umbrella Corporation scientist involved with the T-virus.
  • A. Charles Hinshaw
    Charles Hinshaw is a writer best known for his work on the film "Needed Me."
  • B. William Demarest
    William Demarest was an American character actor best known for his roles in numerous Hollywood films and the television series "My Three Sons."
  • C. Ward McAllister
    Ward McAllister was a prominent 19th-century New York social arbiter best known for codifying the rules of high society and helping define the elite circle known as "The Four Hundred."
  • D. George Shively
    George Shively was an early 20th-century Negro league outfielder known for his speed, strong defense, and key role on several prominent Black baseball teams.
  • E. William MacDermott
    William MacDermott is an individual whose name is a variant spelling of William McDermott, likely referring to the same person in historical or biographical records.
  • 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_6a09a5a2d128819081763172f6214e27 completed May 17, 2026, 11:25 a.m.
NEDg Description generation batch_6a09a63fb6988190922458ad9e7b8a3a completed May 17, 2026, 11:28 a.m.
NED2 Entity disambiguation (via description) batch_6a09a696eabc8190936063b841039053 completed May 17, 2026, 11:29 a.m.
Created at: April 16, 2026, 11:33 a.m.