Triple
T20719082
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ben Shenkman |
E509260
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Blue Valentine
Blue Valentine is a 2010 independent romantic drama film known for its raw, non-linear portrayal of a deteriorating relationship, starring Ryan Gosling and Michelle Williams.
|
E79403
|
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: Blue Valentine | Statement: [Ben Shenkman, notableWork, Blue Valentine]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Blue Valentine Context triple: [Ben Shenkman, notableWork, Blue Valentine]
-
A.
Blue Valentine
Blue Valentine is a 2010 independent romantic drama film starring Ryan Gosling and Michelle Williams that portrays the disintegration of a young couple’s marriage through an emotionally raw, nonlinear narrative.
-
B.
I Am Love
I Am Love is a 2009 Italian romantic drama film directed by Luca Guadagnino, known for its lush visual style and Tilda Swinton’s acclaimed performance as a woman undergoing a profound emotional and personal awakening.
-
C.
Broken Flowers
Broken Flowers is a 2005 introspective comedy-drama film directed by Jim Jarmusch, following a lonely bachelor’s cross-country journey to reconnect with former lovers after receiving an anonymous letter about a possible son.
-
D.
Der Künstler (The Artist)
Der Künstler (The Artist) is Otto Rank’s influential early psychoanalytic study that explores the psychological development, creativity, and social role of the artist.
-
E.
Away We Go
Away We Go is a 2009 indie romantic comedy-drama film about an expectant couple traveling across North America to find the ideal place to start their family.
- 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: Blue Valentine Triple: [Ben Shenkman, notableWork, Blue Valentine]
Generated description
Blue Valentine is a 2010 independent romantic drama film known for its raw, non-linear portrayal of a deteriorating relationship, starring Ryan Gosling and Michelle Williams.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Blue Valentine Target entity description: Blue Valentine is a 2010 independent romantic drama film known for its raw, non-linear portrayal of a deteriorating relationship, starring Ryan Gosling and Michelle Williams.
-
A.
Blue Valentine
chosen
Blue Valentine is a 2010 independent romantic drama film starring Ryan Gosling and Michelle Williams that portrays the disintegration of a young couple’s marriage through an emotionally raw, nonlinear narrative.
-
B.
I Am Love
I Am Love is a 2009 Italian romantic drama film directed by Luca Guadagnino, known for its lush visual style and Tilda Swinton’s acclaimed performance as a woman undergoing a profound emotional and personal awakening.
-
C.
Broken Flowers
Broken Flowers is a 2005 introspective comedy-drama film directed by Jim Jarmusch, following a lonely bachelor’s cross-country journey to reconnect with former lovers after receiving an anonymous letter about a possible son.
-
D.
Der Künstler (The Artist)
Der Künstler (The Artist) is Otto Rank’s influential early psychoanalytic study that explores the psychological development, creativity, and social role of the artist.
-
E.
Away We Go
Away We Go is a 2009 indie romantic comedy-drama film about an expectant couple traveling across North America to find the ideal place to start their family.
- F. None of above.
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_69e0b4c4cc648190b45fda6e2b20af56 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c1d39bec8190b3642b0d6d833375 |
completed | April 21, 2026, 12:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08e0552fe88190aa5557fa83b7ed40 |
completed | May 16, 2026, 9:23 p.m. |
| NEDg | Description generation | batch_6a08e4808ac881908d527d462833ba84 |
completed | May 16, 2026, 9:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08e4eccb0881908e536964d86650d1 |
completed | May 16, 2026, 9:43 p.m. |
Created at: April 16, 2026, 12:26 p.m.