Triple

T20035015
Position Surface form Disambiguated ID Type / Status
Subject Rain E497232 entity
Predicate featuresCharacter P626 FINISHED
Object Dr. Macphail
Dr. Macphail is a cautious, observant physician who serves as a central moral and narrative perspective in W. Somerset Maugham’s short story “Rain.”
E1406694 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: Dr. Macphail | Statement: [Rain, featuresCharacter, Dr. Macphail]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dr. Macphail
Context triple: [Rain, featuresCharacter, Dr. Macphail]
  • A. Dr. Marchmont
    Dr. Marchmont is a character in Frances Burney’s novel "Camilla," serving as a physician and advisor whose interactions help shape the protagonist’s experiences and development.
  • B. Dr. Leekie
    Dr. Leekie is a central scientist and executive figure in the TV series "Orphan Black," known for his role in overseeing the ethically dubious Neolution genetic experiments.
  • C. Dr. Malcolm Sayer
    Dr. Malcolm Sayer is a shy, dedicated neurologist in the film "Awakenings" who discovers a treatment that temporarily revives catatonic patients, revealing his deep compassion and scientific curiosity.
  • D. Dr. Mumford
    Dr. Mumford is the fictional psychologist protagonist of the 1999 comedy-drama film "Mumford," known for his unconventional therapeutic methods in a small town.
  • E. Dr. Trescott
    Dr. Trescott is a central figure in Stephen Crane’s novella "The Monster," serving as the town doctor whose actions and moral choices drive the story’s exploration of prejudice and social ostracism.
  • 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: Dr. Macphail
Triple: [Rain, featuresCharacter, Dr. Macphail]
Generated description
Dr. Macphail is a cautious, observant physician who serves as a central moral and narrative perspective in W. Somerset Maugham’s short story “Rain.”
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dr. Macphail
Target entity description: Dr. Macphail is a cautious, observant physician who serves as a central moral and narrative perspective in W. Somerset Maugham’s short story “Rain.”
  • A. Dr. Marchmont
    Dr. Marchmont is a character in Frances Burney’s novel "Camilla," serving as a physician and advisor whose interactions help shape the protagonist’s experiences and development.
  • B. Dr. Leekie
    Dr. Leekie is a central scientist and executive figure in the TV series "Orphan Black," known for his role in overseeing the ethically dubious Neolution genetic experiments.
  • C. Dr. Malcolm Sayer
    Dr. Malcolm Sayer is a shy, dedicated neurologist in the film "Awakenings" who discovers a treatment that temporarily revives catatonic patients, revealing his deep compassion and scientific curiosity.
  • D. Dr. Mumford
    Dr. Mumford is the fictional psychologist protagonist of the 1999 comedy-drama film "Mumford," known for his unconventional therapeutic methods in a small town.
  • E. Dr. Trescott
    Dr. Trescott is a central figure in Stephen Crane’s novella "The Monster," serving as the town doctor whose actions and moral choices drive the story’s exploration of prejudice and social ostracism.
  • 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_69da627278c88190babe4297a9df1236 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e662e76f8481909c006921cbbfd060 completed April 20, 2026, 5:31 p.m.
NED1 Entity disambiguation (via context triple) batch_6a080e376d888190ae9ba908dac771b4 completed May 16, 2026, 6:27 a.m.
NEDg Description generation batch_6a080ee7dfe081909bf288e7b8944a75 completed May 16, 2026, 6:30 a.m.
NED2 Entity disambiguation (via description) batch_6a080f517f1c81909c66b9a542fddd6b completed May 16, 2026, 6:31 a.m.
Created at: April 11, 2026, 3:36 p.m.