Triple
T13737799
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jamie Chung |
E329995
|
entity |
| Predicate | playedCharacter |
P1507
|
FINISHED |
| Object |
Lauren in The Hangover Part II
Lauren in The Hangover Part II is Stu Price’s Thai fiancée whose wedding in Thailand sets the stage for the film’s chaotic bachelor party misadventures.
|
E1057372
|
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: Lauren in The Hangover Part II | Statement: [Jamie Chung, playedCharacter, Lauren in The Hangover Part II]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lauren in The Hangover Part II Context triple: [Jamie Chung, playedCharacter, Lauren in The Hangover Part II]
-
A.
Trish in The Nice Guys
Trish in *The Nice Guys* is a sharp, rebellious young woman entangled in the film’s 1970s Los Angeles crime conspiracy, portrayed by Margaret Qualley.
-
B.
Lauren
Lauren is a central female protagonist in the romantic comedy film "Think Like a Man," portrayed as a successful, relationship-seeking woman whose love life is influenced by Steve Harvey’s dating advice.
-
C.
Lauren
Lauren is a central character in the musical "Kinky Boots," known as a quirky, down-to-earth factory worker who becomes a key ally and love interest to the protagonist.
-
D.
Lauren
Lauren is a common given name used for people of any gender in various English-speaking and other countries.
-
E.
Doug Billings in The Hangover
Doug Billings in *The Hangover* is the missing groom whose disappearance in Las Vegas drives the film’s chaotic bachelor-party rescue mission.
- 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: Lauren in The Hangover Part II Triple: [Jamie Chung, playedCharacter, Lauren in The Hangover Part II]
Generated description
Lauren in The Hangover Part II is Stu Price’s Thai fiancée whose wedding in Thailand sets the stage for the film’s chaotic bachelor party misadventures.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lauren in The Hangover Part II Target entity description: Lauren in The Hangover Part II is Stu Price’s Thai fiancée whose wedding in Thailand sets the stage for the film’s chaotic bachelor party misadventures.
-
A.
Trish in The Nice Guys
Trish in *The Nice Guys* is a sharp, rebellious young woman entangled in the film’s 1970s Los Angeles crime conspiracy, portrayed by Margaret Qualley.
-
B.
Lauren
Lauren is a central female protagonist in the romantic comedy film "Think Like a Man," portrayed as a successful, relationship-seeking woman whose love life is influenced by Steve Harvey’s dating advice.
-
C.
Lauren
Lauren is a central character in the musical "Kinky Boots," known as a quirky, down-to-earth factory worker who becomes a key ally and love interest to the protagonist.
-
D.
Lauren
Lauren is a common given name used for people of any gender in various English-speaking and other countries.
-
E.
Doug Billings in The Hangover
Doug Billings in *The Hangover* is the missing groom whose disappearance in Las Vegas drives the film’s chaotic bachelor-party rescue mission.
- 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_69d80772315881908f980cae40d91664 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69de0204d50c8190a5413cc9a1b26e14 |
completed | April 14, 2026, 8:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f79d68da04819089c95d9bfedc7496 |
completed | May 3, 2026, 7:09 p.m. |
| NEDg | Description generation | batch_69f79f1051b48190ac4704b43e759237 |
completed | May 3, 2026, 7:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f79fdf974081909108b0fd89e76d56 |
completed | May 3, 2026, 7:19 p.m. |
Created at: April 9, 2026, 9:55 p.m.