Triple

T18207450
Position Surface form Disambiguated ID Type / Status
Subject The Drowned World E435942 entity
Predicate mainCharacter P1183 FINISHED
Object Dr. Robert Kerans
Dr. Robert Kerans is the introspective biologist protagonist of J. G. Ballard’s dystopian novel "The Drowned World," who navigates a flooded, post-apocalyptic Earth while grappling with psychological and environmental regression.
E1312005 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. Robert Kerans | Statement: [The Drowned World, mainCharacter, Dr. Robert Kerans]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dr. Robert Kerans
Context triple: [The Drowned World, mainCharacter, Dr. Robert Kerans]
  • A. Dr. Steven Kiley
    Dr. Steven Kiley is a young, idealistic physician who serves as Marcus Welby’s modern-minded medical partner in the television series "Marcus Welby, M.D."
  • B. Dr. Robert Elliott
    Dr. Robert Elliott is the troubled psychiatrist and central figure in Brian De Palma’s 1980 psychological thriller film "Dressed to Kill."
  • C. Dr. Robert Doback
    Dr. Robert Doback is a fictional, long-suffering father figure and stepfather in the comedy film "Step Brothers," portrayed by actor Richard Jenkins.
  • D. Dr. Robert Hoffstetler
    Dr. Robert Hoffstetler is a Soviet spy posing as an American scientist who secretly aids the captive Amphibian Man in the film "The Shape of Water."
  • E. Dr. Barry O’Meara
    Dr. Barry O’Meara was an Irish surgeon in the Royal Navy best known for serving as Napoleon Bonaparte’s personal physician during his exile on Saint Helena and later publishing a controversial account of the former emperor’s captivity.
  • 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. Robert Kerans
Triple: [The Drowned World, mainCharacter, Dr. Robert Kerans]
Generated description
Dr. Robert Kerans is the introspective biologist protagonist of J. G. Ballard’s dystopian novel "The Drowned World," who navigates a flooded, post-apocalyptic Earth while grappling with psychological and environmental regression.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dr. Robert Kerans
Target entity description: Dr. Robert Kerans is the introspective biologist protagonist of J. G. Ballard’s dystopian novel "The Drowned World," who navigates a flooded, post-apocalyptic Earth while grappling with psychological and environmental regression.
  • A. Dr. Steven Kiley
    Dr. Steven Kiley is a young, idealistic physician who serves as Marcus Welby’s modern-minded medical partner in the television series "Marcus Welby, M.D."
  • B. Dr. Robert Elliott
    Dr. Robert Elliott is the troubled psychiatrist and central figure in Brian De Palma’s 1980 psychological thriller film "Dressed to Kill."
  • C. Dr. Robert Doback
    Dr. Robert Doback is a fictional, long-suffering father figure and stepfather in the comedy film "Step Brothers," portrayed by actor Richard Jenkins.
  • D. Dr. Robert Hoffstetler
    Dr. Robert Hoffstetler is a Soviet spy posing as an American scientist who secretly aids the captive Amphibian Man in the film "The Shape of Water."
  • E. Dr. Barry O’Meara
    Dr. Barry O’Meara was an Irish surgeon in the Royal Navy best known for serving as Napoleon Bonaparte’s personal physician during his exile on Saint Helena and later publishing a controversial account of the former emperor’s captivity.
  • 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_69d8b90dba6481908e119eb9aa4ca0cb completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4e2243de081908a5bcc7e2072eae7 completed April 19, 2026, 2:09 p.m.
NED1 Entity disambiguation (via context triple) batch_6a039f10036c8190a1537632a19f0e23 completed May 12, 2026, 9:43 p.m.
NEDg Description generation batch_6a039febd13881908423ee008d3ba1c3 completed May 12, 2026, 9:47 p.m.
NED2 Entity disambiguation (via description) batch_6a03a088b4a0819093720af0308060ee completed May 12, 2026, 9:50 p.m.
Created at: April 10, 2026, 10:32 a.m.