Triple
T6102535
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Scream |
E136030
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Stu Macher
Stu Macher is a charismatic yet unhinged high school student who becomes one of the Ghostface killers in the original Scream film.
|
E568658
|
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: Stu Macher | Statement: [Scream, mainCharacter, Stu Macher]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stu Macher Context triple: [Scream, mainCharacter, Stu Macher]
-
A.
Tom Luddy
Tom Luddy was an American film producer, curator, and influential cinephile best known as a co-founder and long-time guiding force of the Telluride Film Festival.
-
B.
Chip Hardesty
Chip Hardesty is the fictional FBI agent protagonist of the 1959 film "The FBI Story," whose career dramatizes the Bureau’s history and major cases.
-
C.
Dan Studney
Dan Studney is an American screenwriter best known for co-writing the fantasy adventure film "Jack the Giant Slayer" and the cult musical "Reefer Madness: The Movie Musical."
-
D.
Curt Rothenberger
Curt Rothenberger was a German jurist and high-ranking Nazi official who played a key role in implementing and justifying the Third Reich’s oppressive legal policies.
-
E.
Stu Linder
Stu Linder was an American film editor best known for his long collaboration with director Barry Levinson and his Academy Award-winning work on "Grand Prix."
- 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: Stu Macher Triple: [Scream, mainCharacter, Stu Macher]
Generated description
Stu Macher is a charismatic yet unhinged high school student who becomes one of the Ghostface killers in the original Scream film.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stu Macher Target entity description: Stu Macher is a charismatic yet unhinged high school student who becomes one of the Ghostface killers in the original Scream film.
-
A.
Tom Luddy
Tom Luddy was an American film producer, curator, and influential cinephile best known as a co-founder and long-time guiding force of the Telluride Film Festival.
-
B.
Chip Hardesty
Chip Hardesty is the fictional FBI agent protagonist of the 1959 film "The FBI Story," whose career dramatizes the Bureau’s history and major cases.
-
C.
Dan Studney
Dan Studney is an American screenwriter best known for co-writing the fantasy adventure film "Jack the Giant Slayer" and the cult musical "Reefer Madness: The Movie Musical."
-
D.
Curt Rothenberger
Curt Rothenberger was a German jurist and high-ranking Nazi official who played a key role in implementing and justifying the Third Reich’s oppressive legal policies.
-
E.
Stu Linder
Stu Linder was an American film editor best known for his long collaboration with director Barry Levinson and his Academy Award-winning work on "Grand Prix."
- 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_69c0087dee9881909e3655be88208c01 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c05b3c073c81908248c799934d6fce |
completed | March 22, 2026, 9:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c1254fbbf881908b7a3d07f0400387 |
completed | March 23, 2026, 11:34 a.m. |
| NEDg | Description generation | batch_69c125c1a230819095dd0a56309880eb |
completed | March 23, 2026, 11:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c126c8b6648190af71b450c00fd987 |
completed | March 23, 2026, 11:40 a.m. |
Created at: March 22, 2026, 4:13 p.m.