Triple
T18508785
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Tupper |
E452273
|
entity |
| Predicate | characterRole |
P268
|
FINISHED |
| Object |
Nathan Carlson in Big Little Lies
Nathan Carlson in Big Little Lies is a supporting character portrayed as Madeline Mackenzie's ex-husband, whose strained co-parenting and new marriage create ongoing tension within the show's intertwined Monterey families.
|
E1328362
|
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: Nathan Carlson in Big Little Lies | Statement: [James Tupper, characterRole, Nathan Carlson in Big Little Lies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nathan Carlson in Big Little Lies Context triple: [James Tupper, characterRole, Nathan Carlson in Big Little Lies]
-
A.
Armond in The White Lotus
Armond in The White Lotus is the tightly wound, increasingly unhinged resort manager whose personal unraveling becomes one of the central darkly comic arcs of the series.
-
B.
Stephen DeMarco in Tell Me Lies
Stephen DeMarco in *Tell Me Lies* is the manipulative, charismatic love interest whose toxic relationship with the protagonist drives much of the drama and emotional conflict in the series.
-
C.
Mary Jamison in The Leftovers
Mary Jamison is a character in the television drama series "The Leftovers," portrayed as Matt Jamison’s wife whose mysterious condition and gradual recovery explore themes of faith, trauma, and miracles.
-
D.
Natalie Bridges
Natalie Bridges is the wife of New Zealand politician and former National Party leader Simon Bridges.
-
E.
Joshua Washington in Until Dawn
Joshua Washington in Until Dawn is a central, psychologically complex character whose traumatic past and elaborate schemes drive much of the game's horror narrative.
- 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: Nathan Carlson in Big Little Lies Triple: [James Tupper, characterRole, Nathan Carlson in Big Little Lies]
Generated description
Nathan Carlson in Big Little Lies is a supporting character portrayed as Madeline Mackenzie's ex-husband, whose strained co-parenting and new marriage create ongoing tension within the show's intertwined Monterey families.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nathan Carlson in Big Little Lies Target entity description: Nathan Carlson in Big Little Lies is a supporting character portrayed as Madeline Mackenzie's ex-husband, whose strained co-parenting and new marriage create ongoing tension within the show's intertwined Monterey families.
-
A.
Armond in The White Lotus
Armond in The White Lotus is the tightly wound, increasingly unhinged resort manager whose personal unraveling becomes one of the central darkly comic arcs of the series.
-
B.
Stephen DeMarco in Tell Me Lies
Stephen DeMarco in *Tell Me Lies* is the manipulative, charismatic love interest whose toxic relationship with the protagonist drives much of the drama and emotional conflict in the series.
-
C.
Mary Jamison in The Leftovers
Mary Jamison is a character in the television drama series "The Leftovers," portrayed as Matt Jamison’s wife whose mysterious condition and gradual recovery explore themes of faith, trauma, and miracles.
-
D.
Natalie Bridges
Natalie Bridges is the wife of New Zealand politician and former National Party leader Simon Bridges.
-
E.
Joshua Washington in Until Dawn
Joshua Washington in Until Dawn is a central, psychologically complex character whose traumatic past and elaborate schemes drive much of the game's horror narrative.
- 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_69d8d386df84819092355ebb260d848e |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e53344c6b081908e780ed5c815a766 |
completed | April 19, 2026, 7:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a047148cac48190885f66f87274905d |
completed | May 13, 2026, 12:40 p.m. |
| NEDg | Description generation | batch_6a048626a0a48190956a51f755f790cd |
completed | May 13, 2026, 2:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0489f4a1d081909a274bf3679c70a6 |
completed | May 13, 2026, 2:25 p.m. |
Created at: April 10, 2026, 11:36 a.m.