Triple

T15039822
Position Surface form Disambiguated ID Type / Status
Subject James S. A. Corey E378570 entity
Predicate author P4 FINISHED
Object The Vital Abyss
The Vital Abyss is a science fiction novella set in James S. A. Corey’s Expanse universe, exploring the morally fraught backstory of the scientists behind the protomolecule project.
E1133309 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 Vital Abyss | Statement: [James S. A. Corey, author, The Vital Abyss]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Vital Abyss
Context triple: [James S. A. Corey, author, The Vital Abyss]
  • A. Seasons in the Abyss
    Seasons in the Abyss is a 1990 thrash metal album by Slayer, acclaimed for its blend of speed, aggression, and dark, atmospheric songwriting.
  • B. Passages of the Deep
    Passages of the Deep is an immersive underwater tunnel exhibit that allows visitors to walk through large marine habitats and observe sharks, rays, and other ocean life up close.
  • C. Abyss
    Abyss is an American professional wrestler best known for his long-running, hardcore-style career in Total Nonstop Action/Impact Wrestling, where he became one of the promotion’s signature monsters and multi-time champion.
  • D. Fury from the Deep
    Fury from the Deep is a missing 1968 serial from the British science fiction television series Doctor Who, featuring the Second Doctor battling sentient seaweed and deadly foam along the English coastline.
  • E. Down in the Depths
    "Down in the Depths" is a classic Cole Porter torch song, best known through jazz and pop vocal interpretations such as Ella Fitzgerald’s.
  • 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 Vital Abyss
Triple: [James S. A. Corey, author, The Vital Abyss]
Generated description
The Vital Abyss is a science fiction novella set in James S. A. Corey’s Expanse universe, exploring the morally fraught backstory of the scientists behind the protomolecule project.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Vital Abyss
Target entity description: The Vital Abyss is a science fiction novella set in James S. A. Corey’s Expanse universe, exploring the morally fraught backstory of the scientists behind the protomolecule project.
  • A. Seasons in the Abyss
    Seasons in the Abyss is a 1990 thrash metal album by Slayer, acclaimed for its blend of speed, aggression, and dark, atmospheric songwriting.
  • B. Passages of the Deep
    Passages of the Deep is an immersive underwater tunnel exhibit that allows visitors to walk through large marine habitats and observe sharks, rays, and other ocean life up close.
  • C. Abyss
    Abyss is an American professional wrestler best known for his long-running, hardcore-style career in Total Nonstop Action/Impact Wrestling, where he became one of the promotion’s signature monsters and multi-time champion.
  • D. Fury from the Deep
    Fury from the Deep is a missing 1968 serial from the British science fiction television series Doctor Who, featuring the Second Doctor battling sentient seaweed and deadly foam along the English coastline.
  • E. Down in the Depths
    "Down in the Depths" is a classic Cole Porter torch song, best known through jazz and pop vocal interpretations such as Ella Fitzgerald’s.
  • 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.