Triple
T7494528
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beauty and the Beast (2017 film) |
E177090
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Evan Spiliotopoulos
Evan Spiliotopoulos is a Greek-American screenwriter known for his work on major Hollywood films, including Disney live-action adaptations and fantasy adventures.
|
E668461
|
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: Evan Spiliotopoulos | Statement: [Beauty and the Beast (2017 film), screenwriter, Evan Spiliotopoulos]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Evan Spiliotopoulos Context triple: [Beauty and the Beast (2017 film), screenwriter, Evan Spiliotopoulos]
-
A.
Jason Mantzoukas
Jason Mantzoukas is an American actor, comedian, and podcaster known for his energetic, offbeat roles in film and television, including standout performances in projects like "The League," "Brooklyn Nine-Nine," and various comedy podcasts.
-
B.
Kevin Kropinyeri
Kevin Kropinyeri is an Australian Aboriginal stand-up comedian known for his high-energy storytelling and performances at major comedy festivals and on national television.
-
C.
Chris Tetzeli
Chris Tetzeli is a music industry executive best known as a co-founder of the independent record label ATO Records.
-
D.
Mark Palios
Mark Palios is an English former professional footballer, chartered accountant, and ex–FA chief executive who became a co-owner and chairman of Tranmere Rovers.
-
E.
Eli Damaskinos
Eli Damaskinos is a powerful and ancient vampire lord from the Blade film series, known for his role as a key antagonist and leader within the vampire hierarchy.
- 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: Evan Spiliotopoulos Triple: [Beauty and the Beast (2017 film), screenwriter, Evan Spiliotopoulos]
Generated description
Evan Spiliotopoulos is a Greek-American screenwriter known for his work on major Hollywood films, including Disney live-action adaptations and fantasy adventures.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Evan Spiliotopoulos Target entity description: Evan Spiliotopoulos is a Greek-American screenwriter known for his work on major Hollywood films, including Disney live-action adaptations and fantasy adventures.
-
A.
Jason Mantzoukas
Jason Mantzoukas is an American actor, comedian, and podcaster known for his energetic, offbeat roles in film and television, including standout performances in projects like "The League," "Brooklyn Nine-Nine," and various comedy podcasts.
-
B.
Kevin Kropinyeri
Kevin Kropinyeri is an Australian Aboriginal stand-up comedian known for his high-energy storytelling and performances at major comedy festivals and on national television.
-
C.
Chris Tetzeli
Chris Tetzeli is a music industry executive best known as a co-founder of the independent record label ATO Records.
-
D.
Mark Palios
Mark Palios is an English former professional footballer, chartered accountant, and ex–FA chief executive who became a co-owner and chairman of Tranmere Rovers.
-
E.
Eli Damaskinos
Eli Damaskinos is a powerful and ancient vampire lord from the Blade film series, known for his role as a key antagonist and leader within the vampire hierarchy.
- 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_69c69f2583808190bd1a4936c42a5815 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f57b5b4c8190ab839e6a98ee86ed |
completed | March 27, 2026, 9:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c83c819f00819087fef27e4f4fdc1c |
completed | March 28, 2026, 8:39 p.m. |
| NEDg | Description generation | batch_69c83ddda5688190be1ec69f23671f60 |
completed | March 28, 2026, 8:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c83e42b0048190b1abd8ae99c97e38 |
completed | March 28, 2026, 8:46 p.m. |
Created at: March 27, 2026, 3:43 p.m.