Triple
T15039821
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James S. A. Corey |
E378570
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object |
The Churn
The Churn is a novella set in James S. A. Corey’s Expanse universe that explores the gritty backstory of Amos Burton on a crime-ridden Earth.
|
E1133308
|
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 Churn | Statement: [James S. A. Corey, author, The Churn]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Churn Context triple: [James S. A. Corey, author, The Churn]
-
A.
The Churning
The Churning is a 2021 Indian Malayalam-language survival thriller film that portrays the harrowing ordeal of a group of workers trapped in a flooded underground tunnel.
-
B.
The Blessed Unrest
The Blessed Unrest is a 2013 pop and singer-songwriter album by Sara Bareilles that features introspective lyrics and piano-driven melodies, including the hit single "Brave."
-
C.
A Little Chaos
A Little Chaos is a 2014 British period drama film set in the court of Louis XIV, following a female landscape designer commissioned to help create the gardens at Versailles.
-
D.
The Letdown
The Letdown is an Australian television comedy series that follows the often chaotic and humorous realities of new parenthood.
-
E.
The Rest of Us
The Rest of Us is a Canadian drama film that explores the complex emotional fallout and shifting relationships between a woman, her ex-husband’s second wife, and their children after his sudden death.
- 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 Churn Triple: [James S. A. Corey, author, The Churn]
Generated description
The Churn is a novella set in James S. A. Corey’s Expanse universe that explores the gritty backstory of Amos Burton on a crime-ridden Earth.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Churn Target entity description: The Churn is a novella set in James S. A. Corey’s Expanse universe that explores the gritty backstory of Amos Burton on a crime-ridden Earth.
-
A.
The Churning
The Churning is a 2021 Indian Malayalam-language survival thriller film that portrays the harrowing ordeal of a group of workers trapped in a flooded underground tunnel.
-
B.
The Blessed Unrest
The Blessed Unrest is a 2013 pop and singer-songwriter album by Sara Bareilles that features introspective lyrics and piano-driven melodies, including the hit single "Brave."
-
C.
A Little Chaos
A Little Chaos is a 2014 British period drama film set in the court of Louis XIV, following a female landscape designer commissioned to help create the gardens at Versailles.
-
D.
The Letdown
The Letdown is an Australian television comedy series that follows the often chaotic and humorous realities of new parenthood.
-
E.
The Rest of Us
The Rest of Us is a Canadian drama film that explores the complex emotional fallout and shifting relationships between a woman, her ex-husband’s second wife, and their children after his sudden death.
- 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.