Triple

T20751432
Position Surface form Disambiguated ID Type / Status
Subject Rama Revealed E510728 entity
Predicate featuresCharacter P626 FINISHED
Object Michael O’Toole
Michael O’Toole is a central human character in Arthur C. Clarke and Gentry Lee’s science fiction novel "Rama Revealed," playing a key role in the unfolding events aboard the enigmatic Rama spacecraft.
 E1511386 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: Michael O’Toole | Statement: [Rama Revealed, featuresCharacter, Michael O’Toole]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Michael O’Toole
Context triple: [Rama Revealed, featuresCharacter, Michael O’Toole]
  • A. Mark O'Toole
    Mark O'Toole is a writer best known for his work on the British sitcom "Relax."
  • B. Mark O'Toole
    Mark O'Toole is an English musician and bassist best known as a founding member of the 1980s pop band Frankie Goes to Hollywood.
  • C. Michael O’Rourke
    Michael O’Rourke is an Irish media entrepreneur best known as a co-founder of the international sports television network Setanta Sports.
  • D. Michael O’Rourke
    Michael O’Rourke is best known as the father of the late child actress Heather O’Rourke, who starred in the "Poltergeist" film series.
  • E. Martin Doherty
    Martin Doherty is a Scottish musician and producer best known as a member of the synth-pop band Chvrches.
  • 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: Michael O’Toole
Triple: [Rama Revealed, featuresCharacter, Michael O’Toole]
Generated description
Michael O’Toole is a central human character in Arthur C. Clarke and Gentry Lee’s science fiction novel "Rama Revealed," playing a key role in the unfolding events aboard the enigmatic Rama spacecraft.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Michael O’Toole
Target entity description: Michael O’Toole is a central human character in Arthur C. Clarke and Gentry Lee’s science fiction novel "Rama Revealed," playing a key role in the unfolding events aboard the enigmatic Rama spacecraft.
  • A. Mark O'Toole
    Mark O'Toole is a writer best known for his work on the British sitcom "Relax."
  • B. Mark O'Toole
    Mark O'Toole is an English musician and bassist best known as a founding member of the 1980s pop band Frankie Goes to Hollywood.
  • C. Michael O’Rourke
    Michael O’Rourke is an Irish media entrepreneur best known as a co-founder of the international sports television network Setanta Sports.
  • D. Michael O’Rourke
    Michael O’Rourke is best known as the father of the late child actress Heather O’Rourke, who starred in the "Poltergeist" film series.
  • E. Martin Doherty
    Martin Doherty is a Scottish musician and producer best known as a member of the synth-pop band Chvrches.
  • 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_69e0b4c909ec8190b05987f1639513f6 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c22ad0c8819087a8db2bac8dd408 completed April 21, 2026, 12:17 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a66ee34e081908c4700097e256e92 completed May 18, 2026, 1:10 a.m.
NEDg Description generation batch_6a0a6ab294148190bb1066ddc7a14335 completed May 18, 2026, 1:26 a.m.
NED2 Entity disambiguation (via description) batch_6a0a6b1c2d4081908430dc24a56f22b2 completed May 18, 2026, 1:27 a.m.
Created at: April 16, 2026, 12:34 p.m.