Triple
T5246158
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | I Love You to Death |
E118463
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
John Kostmayer
John Kostmayer is an American screenwriter best known for writing the dark comedy film "I Love You to Death."
|
E598617
|
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: John Kostmayer | Statement: [I Love You to Death, screenwriter, John Kostmayer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Kostmayer Context triple: [I Love You to Death, screenwriter, John Kostmayer]
-
A.
John Kiffmeyer
John Kiffmeyer is an American drummer best known for being the original drummer of the punk rock band Green Day during their early years.
-
B.
Charles Rettig
Charles Rettig is an American tax attorney who served as the Commissioner of the Internal Revenue Service (IRS) from 2018 to 2022.
-
C.
James F. Buchli
James F. Buchli is a retired United States Marine Corps officer and NASA astronaut who flew on multiple Space Shuttle missions in the 1980s and early 1990s.
-
D.
John Hembree
John Hembree is a musician best known for briefly serving as a bassist for the American rock band Paramore.
-
E.
Brian Roettinger
Brian Roettinger is an American graphic designer and art director known for his innovative work in music packaging and visual identities for prominent artists and brands.
- 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: John Kostmayer Triple: [I Love You to Death, screenwriter, John Kostmayer]
Generated description
John Kostmayer is an American screenwriter best known for writing the dark comedy film "I Love You to Death."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Kostmayer Target entity description: John Kostmayer is an American screenwriter best known for writing the dark comedy film "I Love You to Death."
-
A.
John Kiffmeyer
John Kiffmeyer is an American drummer best known for being the original drummer of the punk rock band Green Day during their early years.
-
B.
Charles Rettig
Charles Rettig is an American tax attorney who served as the Commissioner of the Internal Revenue Service (IRS) from 2018 to 2022.
-
C.
James F. Buchli
James F. Buchli is a retired United States Marine Corps officer and NASA astronaut who flew on multiple Space Shuttle missions in the 1980s and early 1990s.
-
D.
John Hembree
John Hembree is a musician best known for briefly serving as a bassist for the American rock band Paramore.
-
E.
Brian Roettinger
Brian Roettinger is an American graphic designer and art director known for his innovative work in music packaging and visual identities for prominent artists and brands.
- 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_69bd4468aacc8190a8196f71855cdf4f |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7b515edc8190a9db198d4eb1c4f6 |
completed | March 20, 2026, 4:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c67c2b4f188190a78b591674040060 |
completed | March 27, 2026, 12:46 p.m. |
| NEDg | Description generation | batch_69c67da1278c8190b75f7adc5f52795a |
completed | March 27, 2026, 12:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c67dfc51048190adeccd569c85da85 |
completed | March 27, 2026, 12:54 p.m. |
Created at: March 20, 2026, 1:49 p.m.