Triple
T19398612
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mark Frost |
E485255
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Twin Peaks: The Final Dossier
Twin Peaks: The Final Dossier is a companion book to the Twin Peaks television series that expands on the show’s mythology and characters through in-universe investigative files.
|
E1373825
|
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: Twin Peaks: The Final Dossier | Statement: [Mark Frost, notableWork, Twin Peaks: The Final Dossier]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Twin Peaks: The Final Dossier Context triple: [Mark Frost, notableWork, Twin Peaks: The Final Dossier]
-
A.
Twin Peaks: The Return
Twin Peaks: The Return is a 2017 surreal mystery television miniseries created by David Lynch and Mark Frost that continues and expands the story of the original Twin Peaks series with a darker, more experimental approach.
-
B.
Twin Peaks
Twin Peaks is a pair of prominent hills in central San Francisco known for their panoramic views of the city and the Bay Area.
-
C.
Twin Peaks
Twin Peaks is a pair of prominent mountain summits in California’s San Gabriel Mountains, popular with hikers for their challenging terrain and expansive views.
-
D.
Twin Peaks
Twin Peaks is a cult-classic, surreal mystery television series created by David Lynch and Mark Frost that follows the investigation into the murder of homecoming queen Laura Palmer in a small Pacific Northwest town.
-
E.
Twin Peaks: Fire Walk with Me
Twin Peaks: Fire Walk with Me is a 1992 psychological horror film directed by David Lynch that serves as a prequel to the television series Twin Peaks, exploring the final days of Laura Palmer.
- 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: Twin Peaks: The Final Dossier Triple: [Mark Frost, notableWork, Twin Peaks: The Final Dossier]
Generated description
Twin Peaks: The Final Dossier is a companion book to the Twin Peaks television series that expands on the show’s mythology and characters through in-universe investigative files.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Twin Peaks: The Final Dossier Target entity description: Twin Peaks: The Final Dossier is a companion book to the Twin Peaks television series that expands on the show’s mythology and characters through in-universe investigative files.
-
A.
Twin Peaks: The Return
Twin Peaks: The Return is a 2017 surreal mystery television miniseries created by David Lynch and Mark Frost that continues and expands the story of the original Twin Peaks series with a darker, more experimental approach.
-
B.
Twin Peaks
Twin Peaks is a pair of prominent hills in central San Francisco known for their panoramic views of the city and the Bay Area.
-
C.
Twin Peaks
Twin Peaks is a pair of prominent mountain summits in California’s San Gabriel Mountains, popular with hikers for their challenging terrain and expansive views.
-
D.
Twin Peaks
Twin Peaks is a cult-classic, surreal mystery television series created by David Lynch and Mark Frost that follows the investigation into the murder of homecoming queen Laura Palmer in a small Pacific Northwest town.
-
E.
Twin Peaks: Fire Walk with Me
Twin Peaks: Fire Walk with Me is a 1992 psychological horror film directed by David Lynch that serves as a prequel to the television series Twin Peaks, exploring the final days of Laura Palmer.
- 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_69d8e8d5162481909db12435d9535c1a |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e62575d78881909c2cfee799859261 |
completed | April 20, 2026, 1:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a072b90e5b88190af351c9b1814a456 |
completed | May 15, 2026, 2:20 p.m. |
| NEDg | Description generation | batch_6a072d79ae348190a078fb5441c6466b |
completed | May 15, 2026, 2:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a072e930e948190ac19fa2b81639922 |
completed | May 15, 2026, 2:32 p.m. |
Created at: April 10, 2026, 1:36 p.m.