Triple
T23467957
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Life After Beth |
E569146
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
Zach Orfman
Zach Orfman is the grieving boyfriend protagonist in the horror-comedy film "Life After Beth," who struggles to cope when his recently deceased girlfriend mysteriously returns from the dead.
|
E1589879
|
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: Zach Orfman | Statement: [Life After Beth, character, Zach Orfman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zach Orfman Context triple: [Life After Beth, character, Zach Orfman]
-
A.
Zach Katz
Zach Katz is a music industry executive and producer known for his work with major artists and leadership roles at prominent record and publishing companies.
-
B.
Zack Sekoff
Zack Sekoff is an American producer and musician known for his experimental, genre-blending work in contemporary hip-hop and electronic music.
-
C.
Zachary Sklar
Zachary Sklar is an American screenwriter and journalist best known for co-writing Oliver Stone’s political thriller film "JFK."
-
D.
Spencer Laudiero
Spencer Laudiero is an American animation director and storyboard artist known for his work on television series such as "Family Guy" and "The Orville."
-
E.
Zackary Drucker
Zackary Drucker is an American transgender artist, producer, and activist known for her work exploring gender, identity, and representation in contemporary media and art.
- 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: Zach Orfman Triple: [Life After Beth, character, Zach Orfman]
Generated description
Zach Orfman is the grieving boyfriend protagonist in the horror-comedy film "Life After Beth," who struggles to cope when his recently deceased girlfriend mysteriously returns from the dead.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zach Orfman Target entity description: Zach Orfman is the grieving boyfriend protagonist in the horror-comedy film "Life After Beth," who struggles to cope when his recently deceased girlfriend mysteriously returns from the dead.
-
A.
Zach Katz
Zach Katz is a music industry executive and producer known for his work with major artists and leadership roles at prominent record and publishing companies.
-
B.
Zack Sekoff
Zack Sekoff is an American producer and musician known for his experimental, genre-blending work in contemporary hip-hop and electronic music.
-
C.
Zachary Sklar
Zachary Sklar is an American screenwriter and journalist best known for co-writing Oliver Stone’s political thriller film "JFK."
-
D.
Spencer Laudiero
Spencer Laudiero is an American animation director and storyboard artist known for his work on television series such as "Family Guy" and "The Orville."
-
E.
Zackary Drucker
Zackary Drucker is an American transgender artist, producer, and activist known for her work exploring gender, identity, and representation in contemporary media and art.
- 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_69e2458ebd808190b3298163132cfb0b |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1a6fd280c81908aae05f0851466eb |
completed | April 29, 2026, 6:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c8256ede08190a95e0074245e9eff |
completed | May 19, 2026, 3:31 p.m. |
| NEDg | Description generation | batch_6a0ca6efb0d88190bf15b18cc3f12482 |
completed | May 19, 2026, 6:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ca819f6dc8190852bb3c06768ac5a |
completed | May 19, 2026, 6:12 p.m. |
Created at: April 17, 2026, 5:54 p.m.