Triple

T3435503
Position Surface form Disambiguated ID Type / Status
Subject Romana E72441 entity
Predicate firstAppearance P795 FINISHED
Object The Ribos Operation
The Ribos Operation is a 1978 Doctor Who serial that opens the Key to Time season, featuring the Fourth Doctor and new companion Romana in a con-artist plot on a wintry alien world.
E357152 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: The Ribos Operation | Statement: [Romana, firstAppearance, The Ribos Operation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Ribos Operation
Context triple: [Romana, firstAppearance, The Ribos Operation]
  • A. Cylonian affair
    The Cylonian affair was an early 7th-century BCE Athenian political and religious crisis sparked by Cylon’s failed coup, which led to a notorious massacre of his supporters and long-lasting accusations of sacrilege against the Alcmaeonid family.
  • B. The Empire Project
    The Empire Project is a major historical study by John Darwin that analyzes the rise, structure, and decline of the British Empire in global context.
  • C. Seldon Crisis
    Seldon Crisis is a pivotal, mathematically predicted period of social and political upheaval in Isaac Asimov’s Foundation series, during which the course of galactic history can be decisively altered.
  • D. Point Omega
    Point Omega is a short, meditative novel by Don DeLillo that explores themes of time, war, and consciousness through the encounter between a reclusive war theorist and a young filmmaker in the desert.
  • E. To Serve Man
    "To Serve Man" is a famous 1962 episode of the science-fiction anthology series The Twilight Zone, known for its twist ending involving seemingly benevolent aliens and a cookbook-like title.
  • 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: The Ribos Operation
Triple: [Romana, firstAppearance, The Ribos Operation]
Generated description
The Ribos Operation is a 1978 Doctor Who serial that opens the Key to Time season, featuring the Fourth Doctor and new companion Romana in a con-artist plot on a wintry alien world.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Ribos Operation
Target entity description: The Ribos Operation is a 1978 Doctor Who serial that opens the Key to Time season, featuring the Fourth Doctor and new companion Romana in a con-artist plot on a wintry alien world.
  • A. Cylonian affair
    The Cylonian affair was an early 7th-century BCE Athenian political and religious crisis sparked by Cylon’s failed coup, which led to a notorious massacre of his supporters and long-lasting accusations of sacrilege against the Alcmaeonid family.
  • B. The Empire Project
    The Empire Project is a major historical study by John Darwin that analyzes the rise, structure, and decline of the British Empire in global context.
  • C. Seldon Crisis
    Seldon Crisis is a pivotal, mathematically predicted period of social and political upheaval in Isaac Asimov’s Foundation series, during which the course of galactic history can be decisively altered.
  • D. Point Omega
    Point Omega is a short, meditative novel by Don DeLillo that explores themes of time, war, and consciousness through the encounter between a reclusive war theorist and a young filmmaker in the desert.
  • E. To Serve Man
    "To Serve Man" is a famous 1962 episode of the science-fiction anthology series The Twilight Zone, known for its twist ending involving seemingly benevolent aliens and a cookbook-like title.
  • 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_69ad85af50288190a854b76653deee6f completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb9f2e4b4819085336fb539daf3c7 completed March 8, 2026, 6:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69b35481a03c81908fd69da55d81aca3 completed March 13, 2026, 12:04 a.m.
NEDg Description generation batch_69b355a7dc308190ba8ab0db251592a2 completed March 13, 2026, 12:09 a.m.
NED2 Entity disambiguation (via description) batch_69b3567042ac8190aacf4e30da1aa816 completed March 13, 2026, 12:12 a.m.
Created at: March 8, 2026, 3:16 p.m.