Triple

T9341922
Position Surface form Disambiguated ID Type / Status
Subject Paul Atreides E224782 entity
Predicate child P120 FINISHED
Object Leto Atreides II
Leto Atreides II is a central character in Frank Herbert's Dune series who becomes the God Emperor of the known universe after transforming into a human–sandworm hybrid to guide humanity's future.
 E813650 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: Leto Atreides II | Statement: [Paul Atreides, child, Leto Atreides II]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Leto Atreides II
Context triple: [Paul Atreides, child, Leto Atreides II]
  • A. Paulus Atreides
    Paulus Atreides is a minor but notable figure in Frank Herbert’s Dune universe, remembered primarily as the daring and charismatic bullfighting grandfather of Paul Atreides.
  • B. Paul Atreides
    Paul Atreides is the young noble heir of House Atreides who becomes a prophesied messianic figure amid political and spiritual upheaval on the desert planet Arrakis in the Dune saga.
  • C. Duke Leto Atreides
    Duke Leto Atreides is the noble and principled ruler of House Atreides in the Dune universe, known for his honor, political acumen, and role as Paul Atreides’ father.
  • D. Alia Atreides
    Alia Atreides is a pivotal character in Frank Herbert's Dune series, a pre-born Bene Gesserit with ancestral memories whose immense powers and tragic fate profoundly shape the political and religious landscape of the saga.
  • E. Feyd-Rautha Harkonnen
    Feyd-Rautha Harkonnen is a ruthless and ambitious heir of House Harkonnen in the Dune universe, known as Paul Atreides’ cunning and deadly rival.
  • 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: Leto Atreides II
Triple: [Paul Atreides, child, Leto Atreides II]
Generated description
Leto Atreides II is a central character in Frank Herbert's Dune series who becomes the God Emperor of the known universe after transforming into a human–sandworm hybrid to guide humanity's future.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Leto Atreides II
Target entity description: Leto Atreides II is a central character in Frank Herbert's Dune series who becomes the God Emperor of the known universe after transforming into a human–sandworm hybrid to guide humanity's future.
  • A. Paulus Atreides
    Paulus Atreides is a minor but notable figure in Frank Herbert’s Dune universe, remembered primarily as the daring and charismatic bullfighting grandfather of Paul Atreides.
  • B. Paul Atreides
    Paul Atreides is the young noble heir of House Atreides who becomes a prophesied messianic figure amid political and spiritual upheaval on the desert planet Arrakis in the Dune saga.
  • C. Duke Leto Atreides
    Duke Leto Atreides is the noble and principled ruler of House Atreides in the Dune universe, known for his honor, political acumen, and role as Paul Atreides’ father.
  • D. Alia Atreides
    Alia Atreides is a pivotal character in Frank Herbert's Dune series, a pre-born Bene Gesserit with ancestral memories whose immense powers and tragic fate profoundly shape the political and religious landscape of the saga.
  • E. Feyd-Rautha Harkonnen
    Feyd-Rautha Harkonnen is a ruthless and ambitious heir of House Harkonnen in the Dune universe, known as Paul Atreides’ cunning and deadly rival.
  • 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_69ca842993248190a79ab06968994b86 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd4bafa9108190889397614756020d completed April 1, 2026, 4:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69d189e39d908190a992a7d00524515d completed April 4, 2026, 10 p.m.
NEDg Description generation batch_69d18aa1e9a48190bf26da5482fd0770 completed April 4, 2026, 10:03 p.m.
NED2 Entity disambiguation (via description) batch_69d18b6a2fb0819092ee274310721b50 completed April 4, 2026, 10:06 p.m.
Created at: March 30, 2026, 7:40 p.m.