Triple
T3016524
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dark Shadows (2012 film) |
E82348
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
Dr. Julia Hoffman
Dr. Julia Hoffman is a character in the 2012 gothic comedy film "Dark Shadows," portrayed as a psychiatrist entangled with the cursed Collins family and their resident vampire, Barnabas Collins.
|
E318181
|
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: Dr. Julia Hoffman | Statement: [Dark Shadows (2012 film), character, Dr. Julia Hoffman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dr. Julia Hoffman Context triple: [Dark Shadows (2012 film), character, Dr. Julia Hoffman]
-
A.
Gail Mutrux
Gail Mutrux is an American film producer known for her work on acclaimed dramas such as "News of the World" and "Donnie Brasco."
-
B.
Dr. Randall Mindy
Dr. Randall Mindy is the fictional astronomer protagonist in the satirical disaster film "Don't Look Up," who discovers a comet headed toward Earth and struggles to convince the world of the impending catastrophe.
-
C.
Kathryn Reed Altman
Kathryn Reed Altman was an American actress, documentarian, and archivist best known for preserving and promoting the legacy and work of her husband, filmmaker Robert Altman.
-
D.
Dr. Jennifer Ashton
Dr. Jennifer Ashton is an American physician and television medical correspondent best known as the chief medical correspondent for ABC News.
-
E.
Roberta Seidman
Roberta Seidman was the wife of American actor John Garfield, a prominent film star of the 1930s and 1940s.
- 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: Dr. Julia Hoffman Triple: [Dark Shadows (2012 film), character, Dr. Julia Hoffman]
Generated description
Dr. Julia Hoffman is a character in the 2012 gothic comedy film "Dark Shadows," portrayed as a psychiatrist entangled with the cursed Collins family and their resident vampire, Barnabas Collins.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dr. Julia Hoffman Target entity description: Dr. Julia Hoffman is a character in the 2012 gothic comedy film "Dark Shadows," portrayed as a psychiatrist entangled with the cursed Collins family and their resident vampire, Barnabas Collins.
-
A.
Gail Mutrux
Gail Mutrux is an American film producer known for her work on acclaimed dramas such as "News of the World" and "Donnie Brasco."
-
B.
Dr. Randall Mindy
Dr. Randall Mindy is the fictional astronomer protagonist in the satirical disaster film "Don't Look Up," who discovers a comet headed toward Earth and struggles to convince the world of the impending catastrophe.
-
C.
Kathryn Reed Altman
Kathryn Reed Altman was an American actress, documentarian, and archivist best known for preserving and promoting the legacy and work of her husband, filmmaker Robert Altman.
-
D.
Dr. Jennifer Ashton
Dr. Jennifer Ashton is an American physician and television medical correspondent best known as the chief medical correspondent for ABC News.
-
E.
Roberta Seidman
Roberta Seidman was the wife of American actor John Garfield, a prominent film star of the 1930s and 1940s.
- 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_69ad8b1eb53481908c39bbcd1ec104b2 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9a6c56708190b7d8d08bca727cc1 |
completed | March 8, 2026, 3:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b12e6eac1481909d56844e53c37b59 |
completed | March 11, 2026, 8:57 a.m. |
| NEDg | Description generation | batch_69b12f26a8d08190be6023fb7e3ddee9 |
completed | March 11, 2026, 9 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1cb268d9881908766e50524b208cc |
completed | March 11, 2026, 8:05 p.m. |
Created at: March 8, 2026, 3 p.m.