Triple
T17170853
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amy Spanger |
E416726
|
entity |
| Predicate | notableRole |
P22
|
FINISHED |
| Object |
Holly in The Wedding Singer
Holly in *The Wedding Singer* is a lively, flirtatious supporting character who serves as Julia’s fun-loving cousin and friend in the romantic comedy.
|
E1253998
|
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: Holly in The Wedding Singer | Statement: [Amy Spanger, notableRole, Holly in The Wedding Singer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Holly in The Wedding Singer Context triple: [Amy Spanger, notableRole, Holly in The Wedding Singer]
-
A.
The Wedding Singer
The Wedding Singer is a Broadway musical comedy, based on the 1998 Adam Sandler film, that follows a jilted 1980s wedding singer who finds unexpected love.
-
B.
Holly March in The Nice Guys
Holly March in *The Nice Guys* is the sharp, resourceful teenage daughter of private investigator Holland March, who frequently outsmarts the adults around her and drives much of the film’s emotional core.
-
C.
My Best Friend's Wedding
My Best Friend's Wedding is a 1997 romantic comedy film starring Julia Roberts as a woman who realizes she's in love with her best friend just as he's about to get married.
-
D.
Mr. Right
Mr. Right is a 2015 action-romantic comedy film in which Sam Rockwell plays a eccentric hitman who falls in love while being pursued by his former employers.
-
E.
Faithfully
"Faithfully" is a power ballad by the American rock band Journey, renowned for its emotive lyrics about love and life on the road.
- 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: Holly in The Wedding Singer Triple: [Amy Spanger, notableRole, Holly in The Wedding Singer]
Generated description
Holly in *The Wedding Singer* is a lively, flirtatious supporting character who serves as Julia’s fun-loving cousin and friend in the romantic comedy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Holly in The Wedding Singer Target entity description: Holly in *The Wedding Singer* is a lively, flirtatious supporting character who serves as Julia’s fun-loving cousin and friend in the romantic comedy.
-
A.
The Wedding Singer
The Wedding Singer is a Broadway musical comedy, based on the 1998 Adam Sandler film, that follows a jilted 1980s wedding singer who finds unexpected love.
-
B.
Holly March in The Nice Guys
Holly March in *The Nice Guys* is the sharp, resourceful teenage daughter of private investigator Holland March, who frequently outsmarts the adults around her and drives much of the film’s emotional core.
-
C.
My Best Friend's Wedding
My Best Friend's Wedding is a 1997 romantic comedy film starring Julia Roberts as a woman who realizes she's in love with her best friend just as he's about to get married.
-
D.
Mr. Right
Mr. Right is a 2015 action-romantic comedy film in which Sam Rockwell plays a eccentric hitman who falls in love while being pursued by his former employers.
-
E.
Faithfully
"Faithfully" is a power ballad by the American rock band Journey, renowned for its emotive lyrics about love and life on the road.
- 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_69d886d5f34c8190b24564dfaa63f3fb |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3fc097950819095631ee5679e03af |
completed | April 18, 2026, 9:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01483f85648190acaeb197013e1f1b |
completed | May 11, 2026, 3:08 a.m. |
| NEDg | Description generation | batch_6a014a1993a48190bf65e590ff57c9c2 |
completed | May 11, 2026, 3:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a014a7fa5208190a0a60649fe6292d1 |
completed | May 11, 2026, 3:18 a.m. |
Created at: April 10, 2026, 5:37 a.m.