Triple
T14710733
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Life and Death: Twilight Reimagined |
E345538
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
Jules Black
Jules Black is a Quileute werewolf and member of Sam Uley’s pack in Stephenie Meyer’s gender-swapped Twilight retelling, Life and Death: Twilight Reimagined.
|
E1117081
|
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: Jules Black | Statement: [Life and Death: Twilight Reimagined, character, Jules Black]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jules Black Context triple: [Life and Death: Twilight Reimagined, character, Jules Black]
-
A.
Ben Black
Ben Black is a member of the prominent Black family, known primarily as the son of billionaire investor and Apollo Global Management co-founder Leon Black.
-
B.
Jules Vaughn
Jules Vaughn is a central character in the television series "Euphoria," portrayed as a free-spirited, transgender teen whose complex relationships and personal struggles are key to the show's emotional core.
-
C.
Jules Burns
Jules Burns is a British media executive best known as a co-founder of the television production and distribution company All3Media.
-
D.
Jules Daly
Jules Daly is a film and television producer known for her work on major projects including the sci-fi action film "The Tomorrow War."
-
E.
Max Black
Max Black is a sarcastic, street-smart Brooklyn waitress and aspiring cupcake entrepreneur who co-leads the sitcom "2 Broke Girls."
- 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: Jules Black Triple: [Life and Death: Twilight Reimagined, character, Jules Black]
Generated description
Jules Black is a Quileute werewolf and member of Sam Uley’s pack in Stephenie Meyer’s gender-swapped Twilight retelling, Life and Death: Twilight Reimagined.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jules Black Target entity description: Jules Black is a Quileute werewolf and member of Sam Uley’s pack in Stephenie Meyer’s gender-swapped Twilight retelling, Life and Death: Twilight Reimagined.
-
A.
Ben Black
Ben Black is a member of the prominent Black family, known primarily as the son of billionaire investor and Apollo Global Management co-founder Leon Black.
-
B.
Jules Vaughn
Jules Vaughn is a central character in the television series "Euphoria," portrayed as a free-spirited, transgender teen whose complex relationships and personal struggles are key to the show's emotional core.
-
C.
Jules Burns
Jules Burns is a British media executive best known as a co-founder of the television production and distribution company All3Media.
-
D.
Jules Daly
Jules Daly is a film and television producer known for her work on major projects including the sci-fi action film "The Tomorrow War."
-
E.
Max Black
Max Black is a sarcastic, street-smart Brooklyn waitress and aspiring cupcake entrepreneur who co-leads the sitcom "2 Broke Girls."
- 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_69d822e4a8c08190a155df736bb7bc13 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb9814e0c8190984ac30d276499cc |
completed | April 14, 2026, 10:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fdfb845de08190b933d90809cde830 |
completed | May 8, 2026, 3:04 p.m. |
| NEDg | Description generation | batch_69fdffa3b03c819094692ec99e48c851 |
completed | May 8, 2026, 3:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fdfff147988190800d74b49bf6adf1 |
completed | May 8, 2026, 3:23 p.m. |
Created at: April 10, 2026, 1:28 a.m.