Triple

T15343198
Position Surface form Disambiguated ID Type / Status
Subject Julian May E366848 entity
Predicate series P1761 FINISHED
Object Intervention (Galactic Milieu prequel)
Intervention is a science fiction novel by Julian May that serves as a prequel to her Galactic Milieu series, chronicling humanity’s first contact with powerful psychic abilities and an interstellar community.
E1151029 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: Intervention (Galactic Milieu prequel) | Statement: [Julian May, series, Intervention (Galactic Milieu prequel)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Intervention (Galactic Milieu prequel)
Context triple: [Julian May, series, Intervention (Galactic Milieu prequel)]
  • A. 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.
  • B. Via Galactica
    Via Galactica is a short-lived 1972 Broadway science-fiction rock musical set in outer space, remembered for its ambitious staging and commercial failure.
  • C. Citadel of the Stars
    Citadel of the Stars is the translated meaning of the name Osgiliath, the ancient and once-splendid capital city of Gondor in J.R.R. Tolkien’s Middle-earth legendarium.
  • D. Into the Badlands
    Into the Badlands is a post-apocalyptic martial arts television series known for its stylized fight choreography and feudal, dystopian setting.
  • E. Tin Star
    "Tin Star" is a young adult science fiction novel by Cecil Castellucci that follows a human girl stranded on a remote space station populated mostly by aliens.
  • 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: Intervention (Galactic Milieu prequel)
Triple: [Julian May, series, Intervention (Galactic Milieu prequel)]
Generated description
Intervention is a science fiction novel by Julian May that serves as a prequel to her Galactic Milieu series, chronicling humanity’s first contact with powerful psychic abilities and an interstellar community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Intervention (Galactic Milieu prequel)
Target entity description: Intervention is a science fiction novel by Julian May that serves as a prequel to her Galactic Milieu series, chronicling humanity’s first contact with powerful psychic abilities and an interstellar community.
  • A. 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.
  • B. Via Galactica
    Via Galactica is a short-lived 1972 Broadway science-fiction rock musical set in outer space, remembered for its ambitious staging and commercial failure.
  • C. Citadel of the Stars
    Citadel of the Stars is the translated meaning of the name Osgiliath, the ancient and once-splendid capital city of Gondor in J.R.R. Tolkien’s Middle-earth legendarium.
  • D. Into the Badlands
    Into the Badlands is a post-apocalyptic martial arts television series known for its stylized fight choreography and feudal, dystopian setting.
  • E. Tin Star
    Tin Star is a British-Canadian crime drama television series that follows a former London detective who becomes a small-town police chief in the Canadian Rockies, where his dark past and the town’s corruption collide.
  • 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_69d85a1355608190a6673ddb67231d54 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e14d8088190876fceca75d12322 completed April 16, 2026, 1:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff01f70e688190bb6a073e49ff968c completed May 9, 2026, 9:44 a.m.
NEDg Description generation batch_69ff02745d1c819099f6261eced78dd0 completed May 9, 2026, 9:46 a.m.
NED2 Entity disambiguation (via description) batch_69ff031d58048190852dae8a18981d35 completed May 9, 2026, 9:49 a.m.
Created at: April 10, 2026, 3:17 a.m.