Triple
T18879534
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shiver (novel) |
E461787
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Sam Roth
Sam Roth is a central werewolf character in Maggie Stiefvater’s young adult paranormal romance novel "Shiver," known for his struggle between his human and wolf identities and his deep relationship with Grace Brisbane.
|
E1429669
|
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: Sam Roth | Statement: [Shiver (novel), mainCharacter, Sam Roth]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sam Roth Context triple: [Shiver (novel), mainCharacter, Sam Roth]
-
A.
Jack Roth
Jack Roth is a British actor known for his roles in film and television, and is the son of acclaimed actor Tim Roth.
-
B.
Gene Roth
Gene Roth was an American character actor best known for his numerous supporting roles in mid-20th-century Westerns and comedy films.
-
C.
William Rotsler
William Rotsler was an American science fiction fan, artist, and writer known for his prolific fan art, cartoons, and contributions to fandom culture.
-
D.
Allen Boretz
Allen Boretz was an American playwright and screenwriter best known for his work in mid-20th-century theater and film comedies.
-
E.
Bill Sackter
Bill Sackter was a developmentally disabled man whose life story of institutionalization, friendship, and late-in-life independence became widely known through the film "Bill" and helped change public perceptions of people with disabilities.
- 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: Sam Roth Triple: [Shiver (novel), mainCharacter, Sam Roth]
Generated description
Sam Roth is a central werewolf character in Maggie Stiefvater’s young adult paranormal romance novel "Shiver," known for his struggle between his human and wolf identities and his deep relationship with Grace Brisbane.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sam Roth Target entity description: Sam Roth is a central werewolf character in Maggie Stiefvater’s young adult paranormal romance novel "Shiver," known for his struggle between his human and wolf identities and his deep relationship with Grace Brisbane.
-
A.
Jack Roth
Jack Roth is a British actor known for his roles in film and television, and is the son of acclaimed actor Tim Roth.
-
B.
Gene Roth
Gene Roth was an American character actor best known for his numerous supporting roles in mid-20th-century Westerns and comedy films.
-
C.
William Rotsler
William Rotsler was an American science fiction fan, artist, and writer known for his prolific fan art, cartoons, and contributions to fandom culture.
-
D.
Allen Boretz
Allen Boretz was an American playwright and screenwriter best known for his work in mid-20th-century theater and film comedies.
-
E.
Bill Sackter
Bill Sackter was a developmentally disabled man whose life story of institutionalization, friendship, and late-in-life independence became widely known through the film "Bill" and helped change public perceptions of people with disabilities.
- 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_69d8dcfc3430819095ee6fc0eb4c06a5 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5c3d06ef481908bba297d7a1fd011 |
completed | April 20, 2026, 6:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a087b010eb481908d66983622ffa3d7 |
completed | May 16, 2026, 2:11 p.m. |
| NEDg | Description generation | batch_6a088014c30c8190937586dc3f23862e |
completed | May 16, 2026, 2:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08810e37c08190bd7e8b584204064c |
completed | May 16, 2026, 2:37 p.m. |
Created at: April 10, 2026, 11:57 a.m.