Triple
T9281229
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Doug Billings |
E223071
|
entity |
| Predicate | filmSeriesDebut |
P20449
|
FINISHED |
| Object | The Hangover |
E43171
|
NE FINISHED |
How this triple was built (3 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: The Hangover | Statement: [Doug Billings, filmSeriesDebut, The Hangover]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Hangover Context triple: [Doug Billings, filmSeriesDebut, The Hangover]
-
A.
The Hangover
chosen
The Hangover is a 2009 comedy film about a group of friends who must retrace their steps after a wild, forgotten bachelor party in Las Vegas to find their missing groom.
-
B.
The Hangover Part II
The Hangover Part II is a 2011 comedy film and sequel to The Hangover, following the same group of friends as they experience another disastrous pre-wedding adventure, this time in Bangkok.
-
C.
The Hangover Part III
The Hangover Part III is a 2013 American comedy film that concludes the Hangover trilogy, following the misadventures of the "Wolfpack" on a darker, crime-tinged road trip.
-
D.
The Hangover trilogy
The Hangover trilogy is a series of American comedy films following a group of friends whose wild, chaotic misadventures after nights of heavy partying lead to outrageous and often disastrous consequences.
-
E.
Wedding Crashers
Wedding Crashers is a 2005 American comedy film about two divorce mediators who crash weddings to meet women, starring Owen Wilson and Vince Vaughn.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: filmSeriesDebut Context triple: [Doug Billings, filmSeriesDebut, The Hangover]
-
A.
filmSeriesDebutYear
Indicates the calendar year in which a film series was first released or made its initial debut.
-
B.
filmSeriesStart
chosen
Indicates that a particular film marks the beginning or first installment of a film series.
-
C.
seriesDebut
Indicates the first appearance or initial release of a series in which the subject entity is introduced.
-
D.
filmDebut
Indicates the first film in which an entity (typically a person) appeared or participated, marking their initial entry into film work.
-
E.
soundFilmDebutDate
Indicates the date on which an entity first appeared in a sound film.
- F. None of above.
Provenance (4 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_69ca842123588190b3f2e1a69037d141 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd081c2b048190aa6930de3bf2f87f |
completed | April 1, 2026, 11:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1cc2ca7a081908f597e9a58920d6e |
completed | April 5, 2026, 2:42 a.m. |
| PD | Predicate disambiguation | batch_69cc7a576ec88190bbb787eb82e2e539 |
completed | April 1, 2026, 1:52 a.m. |
Created at: March 30, 2026, 7:34 p.m.