Triple
T5325750
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bong Joon-ho |
E123179
|
entity |
| Predicate | directed |
P7373
|
FINISHED |
| Object |
Snowpiercer
Snowpiercer is a 2013 dystopian science fiction film set on a perpetually moving train that explores class struggle and social inequality in a frozen post-apocalyptic world.
|
E78367
|
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: Snowpiercer | Statement: [Bong Joon-ho, directed, Snowpiercer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Snowpiercer Context triple: [Bong Joon-ho, directed, Snowpiercer]
-
A.
Snowpiercer (US distribution)
Snowpiercer (US distribution) is the U.S. release version of Bong Joon-ho’s post-apocalyptic sci-fi film, handled and edited for American audiences by The Weinstein Company.
-
B.
It Comes at Night
It Comes at Night is a 2017 psychological horror film about a family struggling to survive a mysterious, deadly contagion in an isolated house.
-
C.
Silo
Silo is a dystopian science fiction television series in which David Oyelowo appears, set in an underground society governed by strict rules and secrets.
-
D.
Pariah
Pariah is a 2011 independent coming-of-age drama film about a Brooklyn teenager embracing her identity as a lesbian, noted for its intimate storytelling and evocative cinematography.
-
E.
Society of the Snow
Society of the Snow is a survival drama film directed by J. A. Bayona that recounts the true story of the 1972 Andes plane crash and the Uruguayan rugby team’s harrowing struggle to stay alive.
- 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: Snowpiercer Triple: [Bong Joon-ho, directed, Snowpiercer]
Generated description
Snowpiercer is a 2013 dystopian science fiction film set on a perpetually moving train that explores class struggle and social inequality in a frozen post-apocalyptic world.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Snowpiercer Target entity description: Snowpiercer is a 2013 dystopian science fiction film set on a perpetually moving train that explores class struggle and social inequality in a frozen post-apocalyptic world.
-
A.
Snowpiercer (US distribution)
chosen
Snowpiercer (US distribution) is the U.S. release version of Bong Joon-ho’s post-apocalyptic sci-fi film, handled and edited for American audiences by The Weinstein Company.
-
B.
It Comes at Night
It Comes at Night is a 2017 psychological horror film about a family struggling to survive a mysterious, deadly contagion in an isolated house.
-
C.
Silo
Silo is a dystopian science fiction television series in which David Oyelowo appears, set in an underground society governed by strict rules and secrets.
-
D.
Pariah
Pariah is a 2011 independent coming-of-age drama film about a Brooklyn teenager embracing her identity as a lesbian, noted for its intimate storytelling and evocative cinematography.
-
E.
Society of the Snow
Society of the Snow is a survival drama film directed by J. A. Bayona that recounts the true story of the 1972 Andes plane crash and the Uruguayan rugby team’s harrowing struggle to stay alive.
- 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_69bd46477f9081909d242a327d749466 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd85912d24819093cc405bebe8e870 |
completed | March 20, 2026, 5:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf21bba3f8819085efcb9d75fea1f9 |
completed | March 21, 2026, 10:54 p.m. |
| NEDg | Description generation | batch_69bf2297d2e48190b0040420b8b76112 |
completed | March 21, 2026, 10:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf22e8286481909a828fe260f22106 |
completed | March 21, 2026, 10:59 p.m. |
Created at: March 20, 2026, 1:59 p.m.