Triple
T4978468
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frost |
E111824
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Mark Frost
Mark Frost is an American novelist, screenwriter, and producer best known as the co-creator of the television series "Twin Peaks."
|
E485255
|
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: Mark Frost | Statement: [Frost, hasNotableBearer, Mark Frost]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mark Frost Context triple: [Frost, hasNotableBearer, Mark Frost]
-
A.
Nathan Barr
Nathan Barr is an American film and television composer known for his atmospheric scores on projects ranging from horror films to acclaimed series like True Blood and The Americans.
-
B.
Max Allan Collins
Max Allan Collins is an American mystery and crime writer best known for his graphic novel "Road to Perdition" and his extensive work in detective fiction and tie-in novels.
-
C.
Jon Raymond
Jon Raymond is an American writer and screenwriter known for his collaborations with filmmaker Kelly Reichardt and for co-writing the HBO miniseries "Mildred Pierce."
-
D.
Alan Bloch
Alan Bloch is a musician best known as a member of the alternative rock band Concrete Blonde.
-
E.
Charles Ardai
Charles Ardai is an American writer, editor, and entrepreneur best known as the founder of the Hard Case Crime imprint and for his award-winning crime and mystery fiction.
- 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: Mark Frost Triple: [Frost, hasNotableBearer, Mark Frost]
Generated description
Mark Frost is an American novelist, screenwriter, and producer best known as the co-creator of the television series "Twin Peaks."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mark Frost Target entity description: Mark Frost is an American novelist, screenwriter, and producer best known as the co-creator of the television series "Twin Peaks."
-
A.
Nathan Barr
Nathan Barr is an American film and television composer known for his atmospheric scores on projects ranging from horror films to acclaimed series like True Blood and The Americans.
-
B.
Max Allan Collins
Max Allan Collins is an American mystery and crime writer best known for his graphic novel "Road to Perdition" and his extensive work in detective fiction and tie-in novels.
-
C.
Jon Raymond
Jon Raymond is an American writer and screenwriter known for his collaborations with filmmaker Kelly Reichardt and for co-writing the HBO miniseries "Mildred Pierce."
-
D.
Alan Bloch
Alan Bloch is a musician best known as a member of the alternative rock band Concrete Blonde.
-
E.
Charles Ardai
Charles Ardai is an American writer, editor, and entrepreneur best known as the founder of the Hard Case Crime imprint and for his award-winning crime and mystery fiction.
- 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_69bd441adc208190b70a033a0741d01e |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd7232bd8c8190b325c9198e8b2fa1 |
completed | March 20, 2026, 4:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be8a0ac8d48190b9d050e26b67a794 |
completed | March 21, 2026, 12:07 p.m. |
| NEDg | Description generation | batch_69be8d747c40819098ac5d475d60ab46 |
completed | March 21, 2026, 12:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69be8df7ab9c8190b1af6e32f0f33b30 |
completed | March 21, 2026, 12:24 p.m. |
Created at: March 20, 2026, 1:33 p.m.