Triple

T15039942
Position Surface form Disambiguated ID Type / Status
Subject Gail Carriger E378572 entity
Predicate notableWork P4 FINISHED
Object Custard Protocol series
The Custard Protocol series is a steampunk fantasy novel sequence by Gail Carriger that follows a daring young airship captain and her eccentric crew on whimsical, supernatural adventures.
E1133335 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: Custard Protocol series | Statement: [Gail Carriger, notableWork, Custard Protocol series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Custard Protocol series
Context triple: [Gail Carriger, notableWork, Custard Protocol series]
  • A. Cremaster Cycle
    Cremaster Cycle is a five-part avant-garde film and art project by Matthew Barney that blends surreal imagery, performance, and sculpture to explore themes of biology, sexuality, and transformation.
  • B. Uroboros Project
    Uroboros Project is a bioterrorism initiative in the Resident Evil series involving a powerful and highly lethal virus designed to forcibly evolve or eradicate humanity.
  • C. The Octopus Project
    The Octopus Project is an American experimental indie rock and electronic band known for its eclectic, instrumental soundscapes and inventive use of analog synthesizers.
  • D. Into the Cauldron
    Into the Cauldron is a jazz fusion album by mandolin virtuoso Mike Marshall that showcases his innovative blend of bluegrass, classical, and world music influences.
  • E. The Cauldron
    The Cauldron is the intense, famously raucous football stadium atmosphere associated with AS Saint-Étienne’s home ground, Stade Geoffroy-Guichard, in France.
  • 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: Custard Protocol series
Triple: [Gail Carriger, notableWork, Custard Protocol series]
Generated description
The Custard Protocol series is a steampunk fantasy novel sequence by Gail Carriger that follows a daring young airship captain and her eccentric crew on whimsical, supernatural adventures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Custard Protocol series
Target entity description: The Custard Protocol series is a steampunk fantasy novel sequence by Gail Carriger that follows a daring young airship captain and her eccentric crew on whimsical, supernatural adventures.
  • A. Cremaster Cycle
    Cremaster Cycle is a five-part avant-garde film and art project by Matthew Barney that blends surreal imagery, performance, and sculpture to explore themes of biology, sexuality, and transformation.
  • B. Uroboros Project
    Uroboros Project is a bioterrorism initiative in the Resident Evil series involving a powerful and highly lethal virus designed to forcibly evolve or eradicate humanity.
  • C. The Octopus Project
    The Octopus Project is an American experimental indie rock and electronic band known for its eclectic, instrumental soundscapes and inventive use of analog synthesizers.
  • D. Into the Cauldron
    Into the Cauldron is a jazz fusion album by mandolin virtuoso Mike Marshall that showcases his innovative blend of bluegrass, classical, and world music influences.
  • E. The Cauldron
    The Cauldron is the intense, famously raucous football stadium atmosphere associated with AS Saint-Étienne’s home ground, Stade Geoffroy-Guichard, in France.
  • 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_69d85cd46b2c819090d054c27787f677 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded82e79a481908ddb9609af8c4407 completed April 15, 2026, 12:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe9de1c3a48190a9b3959a95627175 completed May 9, 2026, 2:37 a.m.
NEDg Description generation batch_69fe9fdba3c48190b1d370f7c066801f completed May 9, 2026, 2:45 a.m.
NED2 Entity disambiguation (via description) batch_69fea0b87db881909607bcf0df5b0979 completed May 9, 2026, 2:49 a.m.
Created at: April 10, 2026, 3 a.m.