Triple
T14173551
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stir of Echoes |
E351273
|
entity |
| Predicate | starring |
P1507
|
FINISHED |
| Object |
Zachary David Cope
Zachary David Cope is an American former child actor best known for his role as the young son in the supernatural thriller film "Stir of Echoes."
|
E1085615
|
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: Zachary David Cope | Statement: [Stir of Echoes, starring, Zachary David Cope]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zachary David Cope Context triple: [Stir of Echoes, starring, Zachary David Cope]
-
A.
Joel McNeely
Joel McNeely is an American composer and conductor best known for his work on film and television scores, including numerous projects for Disney and other major studios.
-
B.
Joel Zimmerman
Joel Zimmerman is a film editor best known for his work on the 2000 horror film "Shadow of the Vampire."
-
C.
Craig Bierko
Craig Bierko is an American actor known for his work in film, television, and theater, often playing charismatic or villainous roles.
-
D.
Benjamin Melniker
Benjamin Melniker was an American film and television producer best known for his long-running role as an executive producer on numerous DC Comics adaptations, including the Batman and Constantine franchises.
-
E.
Christopher Young
Christopher Young is an American film composer renowned for his atmospheric and often darkly dramatic scores across horror, thriller, and action movies.
- 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: Zachary David Cope Triple: [Stir of Echoes, starring, Zachary David Cope]
Generated description
Zachary David Cope is an American former child actor best known for his role as the young son in the supernatural thriller film "Stir of Echoes."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zachary David Cope Target entity description: Zachary David Cope is an American former child actor best known for his role as the young son in the supernatural thriller film "Stir of Echoes."
-
A.
Joel McNeely
Joel McNeely is an American composer and conductor best known for his work on film and television scores, including numerous projects for Disney and other major studios.
-
B.
Joel Zimmerman
Joel Zimmerman is a film editor best known for his work on the 2000 horror film "Shadow of the Vampire."
-
C.
Craig Bierko
Craig Bierko is an American actor known for his work in film, television, and theater, often playing charismatic or villainous roles.
-
D.
Benjamin Melniker
Benjamin Melniker was an American film and television producer best known for his long-running role as an executive producer on numerous DC Comics adaptations, including the Batman and Constantine franchises.
-
E.
Christopher Young
Christopher Young is an American film composer renowned for his atmospheric and often darkly dramatic scores across horror, thriller, and action movies.
- 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_69d8278834a08190b0f1784e58d7b99c |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de61b7cc3081909f4fa371e1eae130 |
completed | April 14, 2026, 3:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd193f85e88190b37a37747ec9d019 |
completed | May 7, 2026, 10:59 p.m. |
| NEDg | Description generation | batch_69fd1d12b2dc819086308e5c17c34c65 |
completed | May 7, 2026, 11:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd1d7b21c081909f74b3a050a93faf |
completed | May 7, 2026, 11:17 p.m. |
Created at: April 10, 2026, 1:01 a.m.