Triple
T3288816
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Roger Chillingworth |
E69050
|
entity |
| Predicate | torments |
P20070
|
FINISHED |
| Object | Arthur Dimmesdale |
E68904
|
NE FINISHED |
How this triple was built (3 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: Arthur Dimmesdale | Statement: [Roger Chillingworth, torments, Arthur Dimmesdale]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arthur Dimmesdale Context triple: [Roger Chillingworth, torments, Arthur Dimmesdale]
-
A.
Arthur Dimmesdale
chosen
Arthur Dimmesdale is the tormented young Puritan minister in Nathaniel Hawthorne’s *The Scarlet Letter*, whose hidden guilt over an adulterous affair drives much of the novel’s psychological and moral drama.
-
B.
Reverend Mr. Hooper
Reverend Mr. Hooper is the somber Puritan clergyman in Nathaniel Hawthorne’s short story who dons a mysterious black veil that symbolizes hidden sin and alienates him from his congregation and community.
-
C.
Samuel Parris
Samuel Parris was the Puritan minister of Salem Village whose accusations and sermons helped ignite and intensify the Salem witch trials of 1692.
-
D.
Roger Chillingworth
Roger Chillingworth is the vengeful, estranged husband of Hester Prynne in Nathaniel Hawthorne’s novel "The Scarlet Letter," who obsessively seeks to torment her secret lover.
-
E.
Nathaniel Hathorne Sr.
Nathaniel Hathorne Sr. was a New England sea captain and the father of American novelist Nathaniel Hawthorne.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: torments Context triple: [Roger Chillingworth, torments, Arthur Dimmesdale]
-
A.
persecutes
chosen
Indicates that one entity persistently harasses, oppresses, or inflicts suffering on another, often in an unjust or hostile manner.
-
B.
haunts
Indicates that one entity persistently appears in, lingers around, or psychologically troubles another entity or place, often in a recurring or unsettling way.
-
C.
attacks
Indicates that one entity initiates an aggressive or harmful action directed toward another entity.
-
D.
tolerates
Indicates that one entity endures, accepts, or allows the presence, behavior, or condition of another entity without intervening to stop or change it.
-
E.
turns
Indicates a change in orientation, direction, or state initiated by one entity affecting itself or another entity.
- F. None of above.
Provenance (4 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_69ad859d45748190b0742408c954b39f |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb05a3e5c819082552a7a911e3230 |
completed | March 8, 2026, 5:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b324fec6d88190a8ecb6f9a3429b2e |
completed | March 12, 2026, 8:41 p.m. |
| PD | Predicate disambiguation | batch_69ada421fadc8190b7c7d3c8afd20061 |
completed | March 8, 2026, 4:30 p.m. |
Created at: March 8, 2026, 3:10 p.m.