Triple

T5454117
Position Surface form Disambiguated ID Type / Status
Subject Heart of Darkness E122437 entity
Predicate majorCharacter P12208 FINISHED
Object Kurtz
Kurtz is the enigmatic and morally corrupted ivory trader whose descent into madness embodies the central themes of imperialism and darkness in Joseph Conrad's novella "Heart of Darkness."
E524053 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: Kurtz | Statement: [Heart of Darkness, majorCharacter, Kurtz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kurtz
Context triple: [Heart of Darkness, majorCharacter, Kurtz]
  • A. Kurtz
    Kurtz is a surname of German origin borne by various notable individuals across fields such as philosophy, literature, and entertainment.
  • B. Charles Marlow
    Charles Marlow is the introspective sailor and storyteller who serves as the primary narrator in several of Joseph Conrad’s works, most notably "Heart of Darkness."
  • C. Conrad
    Conrad is a character in Horace Walpole’s pioneering Gothic novel "The Castle of Otranto," whose fate helps set the story’s dark and supernatural events in motion.
  • D. Conrad
    Conrad is a masculine given name of Germanic origin, commonly used in various European countries and the English-speaking world.
  • E. Conrad
    Conrad is the daring pirate hero of Lord Byron’s narrative poem “Le Corsaire,” known for his rebellious spirit and tragic romantic fate.
  • 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: Kurtz
Triple: [Heart of Darkness, majorCharacter, Kurtz]
Generated description
Kurtz is the enigmatic and morally corrupted ivory trader whose descent into madness embodies the central themes of imperialism and darkness in Joseph Conrad's novella "Heart of Darkness."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kurtz
Target entity description: Kurtz is the enigmatic and morally corrupted ivory trader whose descent into madness embodies the central themes of imperialism and darkness in Joseph Conrad's novella "Heart of Darkness."
  • A. Kurtz
    Kurtz is a surname of German origin borne by various notable individuals across fields such as philosophy, literature, and entertainment.
  • B. Charles Marlow
    Charles Marlow is the introspective sailor and storyteller who serves as the primary narrator in several of Joseph Conrad’s works, most notably "Heart of Darkness."
  • C. Conrad
    Conrad is a character in Horace Walpole’s pioneering Gothic novel "The Castle of Otranto," whose fate helps set the story’s dark and supernatural events in motion.
  • D. Conrad
    Conrad is a masculine given name of Germanic origin, commonly used in various European countries and the English-speaking world.
  • E. Conrad
    Conrad is one of the main child protagonists in Dr. Seuss's "The Cat in the Hat," known for his cautious and rule-abiding nature contrasted with the Cat's chaotic antics.
  • 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_69bd46424248819085282ddf50a565f3 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd91ed9a388190967e7ffaf9dbadc6 completed March 20, 2026, 6:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf6c63cb6481908ea46a836a3804fe completed March 22, 2026, 4:13 a.m.
NEDg Description generation batch_69bf6e81519c81909fae4da630af58b5 completed March 22, 2026, 4:22 a.m.
NED2 Entity disambiguation (via description) batch_69bf6edb3d78819083912d4ebe691eff completed March 22, 2026, 4:23 a.m.
Created at: March 20, 2026, 2:08 p.m.