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.