Triple
T9802158
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Woo |
E237863
|
entity |
| Predicate | directed |
P7373
|
FINISHED |
| Object |
Hard Boiled
Hard Boiled is a 1992 Hong Kong action film renowned for its stylized gunplay, intense hospital shootout, and status as one of director John Woo’s signature heroic bloodshed movies.
|
E821782
|
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: Hard Boiled | Statement: [John Woo, directed, Hard Boiled]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hard Boiled Context triple: [John Woo, directed, Hard Boiled]
-
A.
Red Heat
Red Heat is a 1988 buddy-cop action film starring Arnold Schwarzenegger and James Belushi, directed by Walter Hill.
-
B.
The Gangster
The Gangster is a 1947 American film noir crime drama noted for its stylized cinematography and bleak portrayal of a small-time racketeer’s downfall.
-
C.
Gentlemen of Nerve
Gentlemen of Nerve is a 1914 silent comedy short film featuring Mack Swain alongside Charlie Chaplin, known for its slapstick humor and early Hollywood style.
-
D.
Operation Hardboiled
Operation Hardboiled was a British World War II deception plan intended to mislead German intelligence about Allied invasion intentions as part of the broader Operation Bodyguard strategy.
-
E.
The Blow
The Blow is an American indie pop band known for its minimalist electronic sound and introspective, narrative-driven lyrics.
- 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: Hard Boiled Triple: [John Woo, directed, Hard Boiled]
Generated description
Hard Boiled is a 1992 Hong Kong action film renowned for its stylized gunplay, intense hospital shootout, and status as one of director John Woo’s signature heroic bloodshed movies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hard Boiled Target entity description: Hard Boiled is a 1992 Hong Kong action film renowned for its stylized gunplay, intense hospital shootout, and status as one of director John Woo’s signature heroic bloodshed movies.
-
A.
Red Heat
Red Heat is a 1988 buddy-cop action film starring Arnold Schwarzenegger and James Belushi, directed by Walter Hill.
-
B.
The Gangster
The Gangster is a 1947 American film noir crime drama noted for its stylized cinematography and bleak portrayal of a small-time racketeer’s downfall.
-
C.
Gentlemen of Nerve
Gentlemen of Nerve is a 1914 silent comedy short film featuring Mack Swain alongside Charlie Chaplin, known for its slapstick humor and early Hollywood style.
-
D.
Operation Hardboiled
Operation Hardboiled was a British World War II deception plan intended to mislead German intelligence about Allied invasion intentions as part of the broader Operation Bodyguard strategy.
-
E.
The Blow
The Blow is an American indie pop band known for its minimalist electronic sound and introspective, narrative-driven lyrics.
- 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_69ca84dd4608819097ff4ed00feca280 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cda62b41048190bcef70a7591830c6 |
completed | April 1, 2026, 11:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1c44edac48190a44fdfb858d0dbba |
completed | April 5, 2026, 2:09 a.m. |
| NEDg | Description generation | batch_69d1c50af000819087d643cc41a6fcc8 |
completed | April 5, 2026, 2:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1c5d39b288190b276371591a86399 |
completed | April 5, 2026, 2:15 a.m. |
Created at: March 30, 2026, 8:29 p.m.